INNOVATION
Главное в инновациях – подход
Мы берем идеи, которые определяют будущее, и расширяем их масштаб.
SAS предлагает больше, чем просто инновации. Мы совмещаем мысли и исследования в значимых идеях, а затем создаем аналитические решения, способствующие развитию вашего бизнеса.
We take big ideas that shape the future and make them bigger.
SAS doesn't settle for ordinary innovation. We put thought and research into ideas that matter – and then create analytics solutions that improve your business.
Технологии завтрашнего дня – сегодня.
Интернет вещей
Повседневные предметы, будь то промышленные машины или носимые устройства, используют встроенные датчики для сбора данных и выполнения действий на их основе. SAS Analytics помогает выбрать главное из этих данных и мгновенно получить понимание процессов.
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The Internet of Things
Everyday objects – from industrial machines to wearable devices – use built-in sensors to gather data and take action on it. SAS Analytics helps glean knowledge from that data for instant insights.
Learn more about IoT
Машинное обучение
Это не новое направление, но оно получило импульс к развитию за счет появления больших данных. Алгоритмы выявляют шаблоны в данных, после чего прогнозируют схожие шаблоны, но уже в новых данных. Машинное обучение SAS автоматизирует принятие последовательных и точных решений.
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Кибербезопасность
Данные конфиденциальны и имеют большую ценность. Сейчас кибератаки достигли пика, но от них не отстают и технологии противодействия. Аналитики по безопасности SAS способны выявлять подозрительную активность в сети и предпринимать упреждающие действия до возникновения проблемы.
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Интернет вещей и интеллектуальный транспорт
Представим, что автомобили могут обмениваться информацией друг с другом для предотвращения аварий. Подумайте о возможности интегрировать интеллектуальные автомобили и Интернет вещей.
Инновации в сфере исследований данных
Патрик Холл, ведущий исследователь данных SAS, предсказывает, какие прорывы в этой области уже на горизонте.
Explore More on This Topic
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How does a center of excellence really work?At the Cincinnati Insurance Companies, analytics is bridging the gulf between IT and business units and leading by example to form common measures and objectives.
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The big effects of big dataHow is big data affecting consumers? Is it making positive change in the public sector? What do younger generations think of big data? Find the answers in this interview with author and professor Bart Baesens.
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Real-world techniques for analyzing big dataWhat are the top two analytics techniques you should know for big data? And how are businesses modernizing for big data analytics? Find out in this interview with author and professor Bart Baesens.
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Аналитический отчет
SAS is a Leader in the 2022 Gartner® Magic Quadrant™ for Multichannel Marketing HubsSAS is a Leader in the 2022 Gartner® Magic Quadrant™ for Multichannel Marketing Hubs.
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Trends in Analytics: Intro to AI and Image AnalysisLearn more about the basics of AI and image analysis as they relate to SAS® software. Find out what these technologies could mean for your organization.
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Marketing for Omnichannel Analytics ExcellenceLearn how SAS® Analytics optimizes omnichannel marketing and drives a better retail business strategy
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Технический документ
TDWI Checklist Report Six Best Practices to Ignite the Customer Experience with IoTcustomer data, IoT
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Технический документ
The Autonomous Grid in the Age of the Artificial Intelligence of ThingsExplore how AI and IoT work together to deliver everything from improved threat detection to better customer engagement for utilities.
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E-Book
Mastering Model Lifecycle OrchestrationThis interactive guide describes the stages of the model life cycle and explains why organizations should embrace different programming languages, tools, techniques and runtime environments when developing and deploying models.
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E-Book
Operationalizing AnalyticsExplore how to overcome difficulties related to data and operationalizing analytics. We’ll also look at how one industry – banking – has been able to realize the full benefit of its analytics investment.
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E-Book
The New Analytics EcosystemMany organizations are struggling to evolve their current analytics ecosystem, with disparate groups working across multiple technologies and tools. We surveyed more than 1,000 organizations to determine their level of adoption of technology to evolve their analytics ecosystem. In this e-book, you’ll learn the results of our survey and the three approaches to analytics that deserve your attention
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E-Book
The Innovator's Flight Plan to AIAs an emerging technology, AI is naturally associated with innovation. Many organizations are using AI to develop new products and business models, and to improve their business processes.
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E-Book
Augmented Analytics: The secret ingredient to better business intelligenceAugmented analytics breaks down the limitations of
business intelligence (BI) and brings forward insights
from data using AI and machine learning.
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Технический документ
Data Analytics at the Edge451 Research explores the value of diverse IoT data that is processed and analyzed at the edge in environments like T&D facilities, oil fields and manufacturing shop floors.
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E-Book
Streaming analytics: Life happens fast. Are your analytics keeping up?Download this free e-book to find out what streaming analytics is, the unique opportunities it can address and five key success factors for planning your streaming analytics program.
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Технический документ
What is the best path forward?Mathematical optimization finds the best courses of action through multiple variables and conflicting constraints.
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E-Book
Formidable ForecastsWith artificial intelligence capabilities and traditional forecasting processes, it’s possible to create efficiencies by automating the production of large-scale time-series analyses and hierarchical forecasts.
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Технический документ
ModelOps: Maximizing Value Across the Analytics Life CycleLearn how “ModelOps,” an emerging analytics methodology, can help organizations operationalize the full analytics life cycle at scale.
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Технический документ
TDWI Best Practices Report | Faster Insights from Faster Dataresearch report on improving speed to insight
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Технический документ
Accelerate Open Source Forecasting With SAS®By running open source forecast models with SAS, organizations can build upon their existing open source strategies in an agile, efficient and highly scalable way.
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Технический документ
AIOT: How IoT Leaders Are Breaking Away (IDC Market Report / AIoT Survey 2019)Read the results of a global study conducted by IDC, which revealed that AI and the IoT are having a bigger-than-expected impact – and leaders report that the AIoT is becoming the key to competing effectively.
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E-Book
Accelerate and improve business outcomes with AIoTOrganizations across multiple industries are using AIoT to improve quality, maximize equipment performance, improve efficiencies and more. Download this e-book to find out how you can reap the same benefits.
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Other – Third Party
Industrial Transformation. Architecture and Analytics Just the BeginningCompanies undertake industrial transformation for a variety of reasons, like a shift in product or service offering, a new operating model, cost structures or even the ability to stay relevant in a highly competitive market. Regardless of the strategic opportunity, transformation requires unified processes, technologies and people.
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Технический документ
Data, Analytics & AI: How Trust Delivers ValueThe annual Data and Analytics Global Executive Study with MIT Sloan Management Review looks at how 2,400 global business leaders make decisions based on analytics insights.
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Технический документ
How AI Changes the RulesReaping the benefits of AI will require changes in workplace structures, technology strategies and technology governance. Read on to learn more about the changes that leaders must prepare for to successfully implement trusted AI.
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Технический документ
Artificial Intelligence in Banking and Risk ManagementGlobal Association of Risk Professionals (GARP) and SAS survey drew more than 2,000 responses from across the financial services industry to answer questions about the current and future state of AI in risk.
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Технический документ
What You Need to Know About Data & Digital TransformationCompanies need to know how to use data to meet client needs, hire the right talent, measure performance and communicate their brand’s promise. This collection will cover how to adopt and analyze data and use it as part of your digital transformation.
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Технический документ
Building the Data-Intelligent Enterprise: Tap the Power of Technology and PartnersThe value of an intelligent enterprise is clear, but operationalizing analytics can be a long and complex journey. There is no magic bullet or singular solution. Rather, it takes the support of strategic partnerships to create a cohesive strategy and deployment road map that will accelerate deployment and maximize value from analytics investments.
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E-Book
Getting started with ModelOpsDeployment – the infamous "last mile" of analytics – is a challenge, with many development projects never being deployed at all. Explore how ModelOps can help by redefining how you deploy models.
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E-Book
Four Winning Strategies for Digital TransformationDiscover how successful organizations build a coherent analytics and AI strategy to differentiate themselves and seize a competitive advantage.
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Технический документ
Unified Platforms for Modern AnalyticsBest practices report about unified analytics platforms from TDWI.
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Технический документ
Combining Robotic Process Automation and Machine LearningLearn how you can make robotic process automation smart by adding machine learning to it.
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Технический документ
Analytics That Matter: A New WorldThis much-anticipated study examines industrial companies’ progress in analytics over the past two years, including the recent impact of COVID-19. The report is based on an LNS Research survey of nearly 6,200 plants.
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E-Book
Internet of Things: Understanding the JourneyWhether your focus is business outcomes or technology challenges, this guide provides the insights to accelerate your IoT journey.
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Технический документ
Computer vision for product qualityExplore how manufacturers can address product quality challenges with the latest advances in computer vision by using analytics-driven intelligence wherever it’s needed – from the edge to the cloud.
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E-Book
Powering Health Innovation with AIThere is no doubt: AI has the potential to transform health care. The most recent SAS Hackathon showcased how the transformative power of analytics can spark health care innovation. The Hackathon was entirely conducted on a Microsoft Azure cloud infrastructure to facilitate the agile analysis and visualization of big data.
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Технический документ
AI for the CIO: 10 Tips for SuccessThis paper offers 10 tips for the CIO who is knee-deep in digital transformation projects that require deploying AI models at an enterprise scale.
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Технический документ
AI Momentum, Maturity & Models for Success: Focus on SingaporeAdvances in data and analytics have enabled early adopters of AI to grow beyond experiments and quick hits and provide examples for paths to success with AI.
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E-Book
How to Take AI Projects From Start to WinThe four pillars of starting a successful AI program and examples of how other organizations have taken their AI projects from start to finish.
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E-Book
Fearless Decision? The most successful banks of the future will be those who can see their customers as individuals, appreciate their unique journeys and make decisions accordingly — across all associated business functions.
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E-Book
Transformational decision?Governments can incorporate AI-driven decisioning into existing business processes to take advantage of digital transformation benefits. Through automated processes, deeper insights and the ability to act quickly, governments can innovate service delivery, drive efficiency and help build a better future.
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Технический документ
Seven trends that will transform bankingAdvanced analytics and big data are enabling smarter decisions and more efficient processes, from credit to compliance and risk management.
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Технический документ
Field Experience in Embedded AnalyticsFast-track selected analytics into the could by leveraging expertise, using the latest methods, and focusing on the end state. Find ways to create more business value with analytics in the cloud – and ways to get there faster.
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Технический документ
Data, analytics and machine learning: The new frontier of fraud preventionThe Economist explores how global financial institutions are using advanced technologies such as machine learning to support fraud and security intelligence.
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Технический документ
The secret to IT success? Enabling choice and control SAS can support an organziation's journey toward becoming a data- and analytics-driven organization. We can help unlock the value by enabling with choices that make sense. Plus, we can show organizations how to get the most out of technology investments.
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E-Book
Building your data and analytics strategyLaunch successful data analytics projects, improve data prep and go beyond conventional data governance. Read on to help your organization become truly
data-driven.
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Технический документ
Four Elements of Sustainability AnalyticsDirectors at consumer-packaged goods manufacturers who embrace sustainability grow their revenue while improving lives and environmental outcomes.
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Технический документ
How the first mile of consumer goods can fight climate changeInnovation via digital transformation in agriculture and consumer packaged goods presents a unique opportunity to capture sustainability and move toward scalable, market-driven improvements in the air, soil and water.
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Технический документ
TDWI Checklist Report Analytics for Everyone: Seven Tips for Promoting Analytics AdoptionChecklist Report on democratizing analytics
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E-Book
How to Maximize the Impact of your AnalyticsFind out the results of our latest research, which revealed that the use of analytics is continuing to evolve in most organizations and that many organizations are on the path to using analytics strategically.
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Технический документ
Using a Hybrid Open Source and Commercial Analytics EcosystemAs more companies make the move to advanced analytics such as machine learning, they will need to decide whether to use open source, commercial products, or a combination of the two. An analysis in this TDWI report shows there are benefits to utilizing both.
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E-Book
Innovation: From data to businessReport on findings from a global expert interview study on the topic of analytics driven innovation; Peer insights to help navigate the journey from data to innovation.
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E-Book
What's Next for Life Sciences?The unique challenges of the coronavirus pandemic forced life sciences companies to respond to change more rapidly than ever before. Only the companies that are nimble, innovative and able to act quickly – while maintaining regulatory and scientific standards – will succeed in addressing the immediate needs of the crisis and beyond.
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E-Book
Government and education: Leading through changeExplore the collected wisdom and stories of government and education leaders who are rising to the challenges of our times and applying analytics to drive evidence-based decision making.
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E-Book
Governments leading through changeIn this e-book, SAS has collected the wisdom and stories of the government agencies that are rising to the challenges of our times and applying analytics to drive evidence-based decision making. These stories are pulled from every sector of government and are relevant across all sectors because they each share innovative new ways to respond to a changing landscape.
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Технический документ
Making the Case: The ROI of Demand ManagementThis paper shows how to determine the value of improving the credibility of the demand plan. Several templates are included to help in quantifying and documenting the return on investment.
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E-Book
Resilience: The best way to beat coronavirusTo be truly resilient means proactively seeking ways to ensure operational and financial stability no matter the circumstances. In this e-book, we explore digital transformation’s role in reimagining the world beyond COVID-19; how operational agility builds resilience; the five pillars of organizational resilience and more.
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E-Book
Data scientists use SAS Viya on Microsoft Azure to develop big innovationsThis e-book features top solutions showcasing how global Hackathon teams used SAS Viya on Microsoft Azure to develop innovative approaches that save time, money, and entire ecosystems, such as the world's coral reefs.
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E-Book
Integrating data. Enhancing decisions. Improving lives. Find out how cloud-based analytics is transforming health care.
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Protecting Endangered Species with AI SolutionsCan artificial intelligence protect endangered species from extinction? The answer may lie in their footprints. WildTrack researchers are exploring the possibilities of using AI to augment the process of animal tracking used by indigenous tribes and redefine what conservation efforts look like in the future.
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Международная организация помощи мигрантам устраняет последствия землетресения в Непале с помощью аналитики
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SAS помогает работе Canadian Blood ServicesSAS предоставила интегрированную среду для доступа к данным, их преобразования, статистического анализа и отчетности, а также инструмент SAS® Enterprise Miner™; позволяющий быстро и просто проводить интеллектуальный анализ данных.
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Business Analytics -- Six Questions to Ask About Information and Competition -
Технический документ
Demand Planning Maturity Model -
Improving Utilities Collections Through Predictive Analytics -
Принятие управленческих решений на основании прогнозирования и аналитики
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Understand the propensity of your customers to defectSAS® Analytics helps EDF Energy know who will churn and why. The insights help this energy giant implement a highly successful marketing strategy to reduce churn.
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Analytic Strategies for the Customer-Centric Utility -
Технический документ
Three's Company: The Benefits of Forecasting, Optimization and Simulation -
Petrobras использует SAS Analytics для поиска нефти — с рекордными результатами!Petrobras использует SAS Analytics для поиска нефти — с рекордными результатами!
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Customer Story
Building customer satisfaction with better network monitoringКак SAS Analytics помогает крупной телекоммуникационной организации анализировать трафик, предупреждать возникновение проблем и улучшать обслуживание клиентов.
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High-Performance Analytics for The Smart Grid -
The Future Of Retail Analytics EKN Benchmark Study SASThe latest benchmark study by EKN, The Future of Retail Analytics, is a survey of senior retail executives reveals that in a time of unprecedented change in the retail environment, brick-and-mortar retail stores must look to omni-channel customer engagement to gain deeper insight into consumers. The study also includes an in-depth look at how best-in-class retailers use analytics, as well as the business analytics software vendor landscape.
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Получите больше достоверной информации о затратах и бизнес-процессахCESCE uses SAS® Activity-Based Management for greater precision and detail on costs and business processes.
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Big Data in Big CompaniesAnalytics thought-leader Tom Davenport and Jill Dyché from SAS conducted an independent research study in early 2013 on Big Data Analytics Strategies for big companies. Their research (via multiple interviews) examined and described the big data analytics strategies of large SAS organizations that are early adopters of big data within their industries. During their 4 month study, Tom and Jill interviewed 20 companies which span across multiple industries.
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Knowing the who, informs the whatThe New Zealand Ministry of Health established the Virtual Data Registry to more accurately identify diabetes sufferers and citizens likely to contract diabetes. They'll use the database to inform policy and spending decisions that will ensure better care for those patients.
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Video
UPS loves logistics and analyticsEver thought about what backs the intricate sorting, delivery and route process behind your receipt of a UPS package? See how the package delivery company moves from descriptive to predictive to prescriptive analytics in this video.
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Data visualization: A wise investment in your big data futureData visualization technologies can help the practice of data-driven decision making really take hold. But putting data visualization software in the hands of business users? Is it crazy – or crazy smart?
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Big Data Drives Partnership -
Технический документ
From Value to Vision: Reimagining the Possible with Data Analytics -
Educating informed “intuitants"Today’s knowledge worker and future senior leader should be an “informed intuitant,” says Dr. Jay Liebowitz of the University of Maryland University College. Read more about a skill set that combines analytics and intuition – and how you can better develop it.
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How to create your own organizational think tank Analytics today is about looking to the future for answers. Two retail analytics leaders share their ideas for creating a smart team of diverse experts to shape your strategic focus.
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Технический документ
Text Analytics in GovernmentHow can federal, state and local government agencies capture, manage, and use the massive volumes of unstructured text data available to them? This paper explores how agencies can invest in technologies such as text analysis to help them unlock insights hidden in their "big data."
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Технический документ
Turbo-Charging Spreadsheets -
Технический документ
Analytics in Sports: The New Science of Winning -
Технический документ
Eight Considerations for Utilizing Big Data Analytics with HadoopThis paper focuses on eight considerations when it comes to applying big data analytics to extract value from Hadoop. Readers will learn about the importance of in-memory analytics, how to optimize the data preparation processes and the skill sets needed to derive benefits from Hadoop.
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Understanding data in motionLearn how to analyze fast moving data streams on the fly with event stream processing.
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Article
Amplify your data career with analyticsIf you're interested in a career in analytics, you'll need to consider if you have the temperament to match. Discover the questions you need to ask yourself, the first steps to set you on the right path and obstacles to avoid.
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Технический документ
Demand ShapingDemand shaping is commonly thought of in terms of demand manipulation. This paper provides an extended version of demand shaping that helps organizations understand the dynamics of both supply and demand.
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Skip the fire drillsStop reinventing the wheel each time someone in your organization rings an alarm bell. Think people, process, technology and culture if you want to create repeatable models.
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The advanatges of an analytics cultureGen. Colin Powell and SAS experts focus on the topic of culture and how to change an organization’s DNA to meet the challenges of this brave, new analytics world.
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Article
What coaching a new driver and developing an analytics culture have in commonEight lessons that apply equally to nurturing an organization's analytics culture and instructing a young driver how to safely navigate the open road.
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10 tips for analytics successDo some crystal-ball gazing with Thornton May, a futurist with some bright ideas on how you and your organization can succeed in all your analytics endeavors.
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Технический документ
Big Data at Work This Harvard Business Review Key Learning Summary explains how to capitalize on the data you already have and how to integrate big data into everyday business operations.
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Why your brain needs data visualizationData visualization software gives you fast answers to your toughest question. In just minutes or seconds. On the fly. Find out how.
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10 design elements to consider before building an analytical model -
Технический документ
The Analytics MandateBased on interviews with more than 90 executives, this research paper examines how organizations can step up their analytics game by rethinking their organizational culture. Readers will learn how leading companies have improved their decision making with analytics, as well as actions they can take to develop a stronger analytics-based culture.
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Технический документ
Anatomy of an Analytic Enterprise -
From lab to life -
Технический документ
Eight Steps for Using Analytics to Gain Value from Text and Unstructured ContentThis TDWI Checklist Report discusses the relevance of text analytics for improving user experiences with the semi-structured and unstructured textual big data now at their disposal.
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Технический документ
Big Data, Analytics and HadoopSAS and Hadoop are natural partners. Hadoop provides distributed storage and processing power. SAS treats Hadoop as just another data source and complements it with data management, data discovery and advanced analytics. This conclusions paper highlights two ways you can work with Hadoop data from within a familiar and interactive SAS Analytics environment – either with the graphical user interface of SAS® Visual Statistics or streamlined programming via SAS In-Memory Statistics for Hadoop.
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Using Hadoop as an Analytics CatalystLearn how to get the most out of Hadoop by developing a sound strategy for analyzing data in this new storage environment.
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Технический документ
Getting There From Here: Moving Data Science Into the BoardroomStudy after study confirms the obvious: Companies that invest in big data analytics perform at a higher level and are more profitable than their not-so-data-driven counterparts. What data scientists can do to help instill a data-driven culture at the top leadership ranks of the company.
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How to uncover common point of purchaseFor issuing banks, a critical aspect of controlling card fraud is CPP analysis. CPP analysis identifies the likely merchant location where card numbers were stolen, allowing banks to mitigate future fraud on other compromised cards.
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Analytics drives innovation -
Технический документ
Fast and Furious: Big Data Analytics Meets HadoopConclusions paper from a presentation at the 2014 Strata Santa Clara big data conference, in which two SAS data experts demonstrated new ways of gaining insights from big data at speeds that will redefine how organizations solve complex problems.
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Industrialize your analytics today -
Lessons from the track
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Технический документ
Choosing New Slots? Here’s a Game-Changer.This conclusions paper presents highlights of a SAS webinar showing how a unique combination of data profiling, statistical forecasting and optimization can improve slot floor performance, utilization and patron satisfaction.
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Технический документ
From Data to ActionThis Harvard Business Review Insight Center report examines what your data may or may not be telling you. Featuring 30 articles from researchers and practitioners in data science, marketing, and other fields, the report offer guidelines on making good use of information and turning it into profitable behaviors.
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Технический документ
SAS Analytics and Open SourceExplore how organizations balance open source solutions along with commercial software to meet the requirements for statistical analysis, both within their organizations and externally with regulatory bodies.
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Технический документ
Text Analytics 2014: User Perspectives on Solutions and ProvidersThis report looks at why and how text analytics has found success in industries such as consumer-facing businesses, public administration and government, life sciences and scientific research. It also shares the findings of a comprehensive market study focused on user experiences with the technology.
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Технический документ
Inside Sports Analytics10 lessons that Thomas H. Davenport, Independent Senior Advisor for Deloitte Analytics, uncovered in research conducted on more than 25 professional teams effectively using analytics to improve performance and decision-making.
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Технический документ
Unleashing the Power of Text Analytics for HotelsDiscover how text analytics can improve the way your hotel runs its business – from marketing to operations to revenue management.
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Технический документ
Watching out for Worst PracticesBased on results from an IDG Research Services study, this paper explores how organizations are leveraging unstructured data – and what they must avoid.
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Технический документ
The Analytic EnterpriseMaking sense of enterprise data takes the right people with the right skills - and a solid strategy. This paper outlines what successful organizations do to make data work for them.
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Improving Machine Learning With SAS Contextual AnalysisIf your organization is buried in too many text documents, you can’t read your way out of it. Make sense of all your text data - SAS Contextual Analysis.
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Технический документ
Unleashing the Power of Text Analytics for Travel Discover how text analytics can improve the way your travel organization runs its business – from marketing to operations to revenue management.
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Технический документ
SAS® Grid Computing – What They Didn’t Tell YouJoin Austria’s Erste Group Bank on their journey from a monolithic SAS processing environment to a more flexible infrastructure using SAS Grid Manager software.
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Data-driven health careLearn how five health care providers are tackling global health issues with big data analytics.
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Технический документ
Discovering What You Want: Using Custom Entities in Text MiningDiscovering the value from data can be complex – and that’s even more complicated when you focus on documents and other text information. While text analytics is an emerging field, applying advanced analytics technique to text data is a powerful means to uncover information concealed in document collections.
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Технический документ
Getting Value From Your Data ScientistsSimply hiring expensive data scientists isn’t enough. To create real business value with data scientists, top management must learn how to manage them effectively.
Based on a survey of more than 300 analytics professionals (of which about one-third were self-described data scientists) working in different types of US companies, this report describes:
· Why data scientists differ from other types of analysts.
· Seven steps to managing data scientists for business value.
· How analysts and data scientists view their work and their place in the organization.
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Other – Third Party
Let Your Data Do The TalkingThis article provides insight into how technology can help bridge the gap created by the impending retirement of large numbers of experienced personnel in the oil and gas industry. Find out the differences between the generations (X, Y and baby boomers) and their perceptions and expectations of technology. The authors explain the opportunities and challenges those expectations create for the industry as a whole.
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Технический документ
Prepare Your Organization to Capitalize on Predictive AnalyticsHigh-performing organizations take advantage of the power of analytics by channeling their efforts in four areas: focus, adopt, adapt and activate. This Harvard Business Review paper describes how to succeed in those areas, and overcome the barriers that get in the way of an ROI in analytics.
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Технический документ
Using Next-Generation Advanced Analytics to Harness Big DataDiscover why Heavy Reading recommends using advanced analytics from proven vendors to obtain real-time intelligence from all your big data.
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Технический документ
Predictive Analytics: Revolutionizing Business Decision MakingThis TDWI e-book explores predictive analytics from several perspectives. First, it offers Q and A on the value, use and requirements of predictive analytics. Then, it explores three safeguards to help you avoid model-building problems.
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Технический документ
The Art and Science of ReinsuranceThis white paper explains how reinsurers can gain a competitive advantage by turning to technology for catastrophe modeling, data analytics and geospatial information systems (GIS) to better understand the data and their risk exposure.
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Технический документ
Structured, Large-Scale Statistical Forecasting Using SAS® Forecast ServerAs forecast accuracy continues to be a key focus area in organizations today. SAS Forecast Server is designed to automatically deliver high-quality statistical forecasts quickly and efficiently. However, in some cases the size and complexity of the business problem requires some tweaking of the settings available in SAS Forecast Server to cater for the specific characteristics of different parts of the data. This paper presents a structured approach to statistical forecasting that is both flexible and uses the full power of SAS® Forecast Server without compromising user friendliness and manageability.
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Технический документ
The Use of Open Source is Growing. So Why Do Organizations Still Turn to SAS?This conclusions paper summarizes a session at the 2014 Hadoop Summit presented by Brian Garrett, Principal Solutions Architect at SAS Institute Inc. titled, “With the Rise of Open Source, Why Organizations Still Turn to SAS.” In it, he explains why corporate analytics requirements are best served when companies run both SAS enterprise-class analytics solutions and open source solutions together. Garrett explains how these technologies meet different needs and co-exist well. He also highlights recent SAS software enhancements that allow analysts to incorporate R algorithms into analytic processes as part of a comprehensive, enterprise-class SAS analytics platform.
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Технический документ
Closing the OODA Loop: Using Big Data and Analytics to Improve Decision MakingCompress decision cycles and operate proactively by assessing and clearly defining goals and timelines before applying analytics to your most valuable data.
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Технический документ
Looking Inside SAS® Forecast StudioOrganizations depend on statistical forecasting to provide a solid foundation for many important planning and decision-making processes. SAS Forecast Server, which comprises a graphical user interface (SAS Forecast Studio) and the statistical forecasting engine (SAS Forecast Server Procedures), facilitates and speeds the forecasting process by providing a convenient, user-friendly interface to the large-scale automatic forecasting, model building and time series exploration capabilities available in SAS.
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Технический документ
Recommendation SystemsIn this paper, Wayne Thompson, PhD, Manager of Data Sciences Technologies at SAS answers common questions about the types of recommendation systems used today, who uses them and why, and the advantages of using them for businesses today. He also delves into how the underlying technology typically works, with a special focus on SAS capabilities and benefits.
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Технический документ
Next-Generation Analytics and PlatformsWhat if you could move from data visualization to big data visualization? From slicing and dicing data to using analytics to predict outcomes? From using more than just structured data for analysis? This TDWI Best Practices Report focuses on how organizations use next-generation analytics to achieve this and more.
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Технический документ
Predictive Analytics in PracticeThis Harvard Business Review Insight Center report features 25 articles focusing on how to use predictive analytics in decision making and planning. Look at emerging best practices in the field, as well as examples of companies that use analytics in particularly innovative ways.
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Технический документ
In-Memory Analytics: Get Faster, Better Insights from Big DataThis QA with Tapan Patel, Global Product Marketing Manager at SAS, provides a great overview of in-memory analytics.
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Технический документ
TDWI Checklist Report: Seven Steps for Executing a Successful Data Science StrategyThis TDWI Checklist Report describes seven steps to get started on the path to a successful data science strategy. Data science is a hot topic among business and IT leaders. However, excitement about its potential benefits is tempered by the difficulty of finding, hiring and training data science personnel – not to mention defining the term within the context of your organization
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Технический документ
The Analytics Mandate: The Best Products Are Made With InsightsTo be successful, CPG companies must work with their retailer partners to maximize online awareness while minimizing its impact on other channels. As global consumption increases, investments must be managed in emerging markets while maintaining market share in mature markets. For CPG companies, it’s a constant balancing act and more than ever analytics is needed to gain business advantage.
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Series
How to get the most value from your data scientistsHiring data scientists isn’t enough. This excerpt from an MIT Sloan report offers advice on how to best manage these analytic professionals.
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Технический документ
Forecast Value Added Analysis: Step-by-StepThis paper discusses how the forecast value added (FVA) metric can be used to identify waste in forecasting processes and expose factors that diminish accuracy. The author provides detailed instruction on using FVA: from gathering data, to conducting analysis, to effectively reporting the results to management. He also discusses the real-world results of FVA analysis at companies from a variety of industries.
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Технический документ
The Analytics Mandate: Path to Innovation in the Hospitality, Travel and Transportation IndustryWhile price is certainly a critical factor in the consumer’s buying decision, pricing alone does not guarantee purchase. Other factors such as convenience, past experiences, amenities, social media comments (ratings and reviews), and loyalty and reward points play a part. For continued success, the industry needs to expand analytic usage for a deeper understanding of customers, preferences, brand perception and digital behavior.
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Технический документ
The Analytics Mandate: Helping Retailers EvolveFind out why 77 percent of retailers who participated in an MIT Sloan survey believe analytics provides a competitive advantage compared with 64 percent of respondents from other industries.
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Технический документ
Demystifying AnalyticsTo educate and inform insurance companies about how they can move toward becoming an “analytic insurer” – one that embeds analytics into daily operations to make better decisions that reduce costs, improve pricing and more.
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Series
Preparing a new generation for leadership in a big data worldWords of wisdom from university leader Dr. Michael Rappa on the role data scientists play, tips for hiring them and how to make the most of this career path.
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Технический документ
Analytics and the Modern IT OrganizationLearn how forward-thinking CIOs and other C-level executives are planning to create a more modern IT designed to take advantage of big data.
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Расчет лучшей ценыSAS advanced analytics helps RSA Canada price premiums for profitability and identify new growth opportunities.
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Технический документ
The Talent DividendToday’s organizations understand the value of competing with analytics. But this understanding has triggered a demand for analytics talent that far exceeds supply. Many companies are struggling to attract and retain the talent needed to build competitive advantage. This research report explores the success factors of data-oriented companies who are cashing in on their talent dividends. Discover the hallmarks of analytical maturity and see how your plan for developing, cultivating and retaining analytical talent stacks up.
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Series
7 шагов для реализации успешной стратегии по анализу и обработке данныхПолезные советы и рекомендации из отчета TDWI «7 шагов для реализации успешной стратегии по анализу и обработке данных»
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Технический документ
The Analytics Mandate: Generating profits in difficult economic and regulatory timesLearn how and why banks need to apply more analytics for real-time decision making and multichannel marketing as consumers continue to migrate to digital channels and generate more data.
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Технический документ
How Streaming Data Analytics Enables Real-Time DecisionsLearn how SAS provides extremely high-throughput, low-latency technology to meet whatever streaming analytics your company might want to pursue.
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Технический документ
Center of Analytics: What It Is and Why It MattersDesign a center of analytics that overcomes roadblocks and makes analytics integral to operations.
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Best Practices: Enterprise Reporting and Analytics | SASHear best practices and lessons learned while modernizing and implementing enterprise reporting and analytics systems at academic institutions.
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Article
Hiring? We have the data scientist interview questions you needUse these data scientist interview questions to recruit someone with a range technology skills and a knack for communicating complex subjects to a variety of audiences.
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Технический документ
The New Approach to Big, Complex and Always-On DataOrganizations struggling with bigger, more complicated data are finding new ways to turn this information into results. This paper provides a framework to embrace the technological and cultural shifts driving the way we consume and use information.
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Article
The intersection of modern IT and advanced analyticsThornton May explains how IT groups are helping the business use analytics to adapt to the C-suite's need for a modern, agile and results-focused IT function.
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Технический документ
The Connected Vehicle. Big Data, Big OpportunitiesThe opportunities for the automotive industry are enormous as the number of connected vehicles is projected to outpace global population growth for the next 10 years. The data collected from these vehicles, up to 30 terabytes each day, will have wide-reaching implications for drivers and manufacturers alike.
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Создать ценности для клиентов с помощью маркетинга данныхWith analytics at the center of its marketing, Turkcell Superonline enhanced its competitive edge, and improved customer retention and loyalty.
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Article
Why you should care about episode analyticsThe future of value-based health care requires a better understanding of how patients are treated for thousands of conditions. Only episode analytics can uncover the insights payers and providers need.
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Series
Tracking down answers to your questions about data scientistsDo you need a data scientist? Want to be a data scientist, or improve the skills you already have? Check out our Insights series.
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Article
Why pharmaceutical firms are investing in real-world evidenceTo get a compound or device to market – bench to bedside – may be an eight- ,12- or even 15-year process. Real-world evidence has a critical role at every step, particularly in the clinical trials process.
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Муниципалитет ввел в эксплуатацию беспроводные счетчики потребления водыTown of Cary, North Carolina uses SAS Analytics to analyze data from wireless water meters, assess demand, detect problems and engage customers.
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Interview
Как один из крупнейших городов мира использует данные для благоустройства?Организация в Нью-Йорке анализирует объединенные данные из разных учреждений, чтобы получить представление о нуждах города и улучшить программы социальной помощи.
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Технический документ
IoT Analytics in PracticeIoT, Analytics
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С помощью прогнозирования Wescom Credit Union экономит миллионы долларовFinancial institution increases lending decision accuracy by at least 50 percent.
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Article
Introduction to machine learning: Five things the quants wish we knewMachine learning is gaining momentum thanks to bigger, more complex data sets. How does it work? Kimberly Nevala from SAS Best Practices explains what it is by focusing on what it isn't.
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Технический документ
What Makes a Data Scientist Great?A collection of interviews with top data scientists, who talk about problem solving, creative approaches to data, tenacity and the surprising importance of relationships.
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Article
Turning the analytical talent gap into an analytical talent dividendHow important is analytical talent to your organization? If you’re aiming to become data-driven and turn data into insights, make it a top priority.
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Технический документ
Optimize Your Launch Sequence StrategiesThis white paper explores how the SAS® solution for launch revenue optimization enables global pricing teams to simulate and optimize launch timing and pricing decisions based on the predicted effect on global revenue.
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Технический документ
Minding the Analytics GapThis MIT Sloan Management Review explores the gap between an organization’s capacity to produce analytical results and its ability to apply them effectively to business issues. The research highlights how managers can become more comfortable making decisions based on complex analytical insights that they do not yet fully understand.
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Article
10 ways analytics can make your city smarter From child welfare to transportation, read 10 examples of analytics being used to solve problems or simplify tasks for government organizations.
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Технический документ
Data Mining From A to ZThis paper shows how you can use predictive analytics and data mining to reveal new insights from data, as well as get all the pieces and parts moving together for maximum value.
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Video
Tips for hiring and managing data scientistsIs it time to hire a data scientist? What skills should you look for? John Taylor leads a team of data scientists and shares his top tips in this short video.
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Эффективнее защищать природу с аналитикойThe Royal Society for the Protection of Birds uses SAS to help safeguard wildlife.
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Article
A framework for analytics governanceFind out why governance is the critical last mile for analytics – and learn what you can do to make sure all your analytics projects are accurate, aligned and worthwhile.
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Использование Hadoop и SAS для сетевой аналитики, или как создать клиентоориентированный телеком-сервисOTE Cosmote analyzes vast amounts of data to enhance customer experience, service and loyalty.
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Чем лучше отчетность, тем понятнее как управлять рискамиSAS Visual Analytics helps Erste Bank Croatia tackle diverse data for accurate analysis.
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Article
Ваш персональный data scientistImagine pushing a button on your desk and asking for the latest sales forecasts the same way you might ask Siri for the weather forecast. Find out what else is possible with a combination of natural language processing and machine learning.
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Article
How Walmart makes data work for its customersTips from the world's largest retailer on building an infrastructure that makes data work for its 240 million customers a week.
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Технический документ
The Democratization of AnalyticsInternational Institute for Analytics summarizes key questions and answers about grass-roots analytics and the business opportunities and challenges that go with this phenomenon.
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The Industrial Internet of Things: Secrets to Finding ROI TodayLearn how the industrial Internet of Things is uncovering new, real-world opportunities for cost savings and revenue growth every day.
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Article
How to find and equip the citizen data scientists in your midstCitizen data scientists are challenging the status quo and looking at data in new ways. Learn how to recognize, reward and train these analytical minds to benefit the business.
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Технический документ
Operationalizing and Embedding Analytics for ActionOperationalizing and Embedding Analytics
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Технический документ
How Hadoop Helps Realize Big Data ValueLeveraging a big-picture approach to Hadoop opens up a world of
data-fueled opportunities.
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Article
Become a strategic business partner using analytics in financeCollecting, validating and reporting information is no longer enough for finance professionals – it’s time to transform your role using analytics in finance.
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Article
The future of embedded analyticsYou can find embedded analytics in fraud detection systems, cybersecurity solutions and many other areas. Learn how the use of embedded analytics is evolving.
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Технический документ
Beyond the Hype: The Hard Work Behind Analytics SuccessWhy competitive advantage from analytics is declining and what to do about it
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Повышаем успеваемость студентов, используя лучшую аналитику данныхDes Moines Area Community College uses analytics and data visualization to help students prosper in the classroom and beyond.
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Article
Stopping the Zika virus: The potential of big data, analyticsHow do you stop global outbreaks? The answer may be in the data about the disease and how it spreads.
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Технический документ
Achieve Business Agility and Realize Big Data Value with Cloud AnalyticsWhen coupled with a solid strategy, cloud analytics can play an
instrumental role in helping organizations realize big returns on big
data investments.
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Article
Five ways to approach analytics differentlyGo beyond the conventional, the insane and the dabbling. Here are 5 ways to rethink how you do analytics.
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Технический документ
The Autonomous Grid: Machine Learning and IoT for UtilitiesMachine learning and the IoT have the power to create an increasingly autonomous grid that can eventually handle billions of endpoints on utility networks. But is the industry truly maximizing the benefits of either technology? Find out in this report.
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Технический документ
IoT in Retail: Engaging the Connected Customer How do you make your brick-and-mortar stores as smart as your website so when customers walk in the door, you recognize them and cater to their individual tastes? Learn the key to making in-store shopping as frictionless for your customer as online shopping.
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Article
Analytics. Fighting cancer for more than 40 years. Thanks partly to analytics, cancer survival rates are higher, treatments are more personalized and cancer research continues to expand.
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Технический документ
The Evolution of AnalyticsLearn about modern applications for machine learning, including recommendation systems, streaming analytics, deep learning and cognitive computing. And learn from the experiences of two companies that have successfully navigated organizational and technological challenges to adopt machine learning and embark on their own analytics evolution.
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Article
Как исследовать Солнце с помощью больших данныхПередовые аналитические инструменты помогают раскрывать великие тайны Вселенной
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E-Book
Your guide to bridging the analytics skills gap This e-book pulls together five customer interviews to explain where analytics skills are needed in different industries (from journalism to insurance to government). The customers explain how to provide training and cultural changes to support analytics careers.
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Article
Could APIs provide advanced analytics for the masses?Find out how APIs could make advanced analytics more prevalent and open up entire new markets to using the predictive capabilities of analytics.
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E-Book
Four Use Cases Show Real-World Impact of IoT This TDWI e-book explores in detail what IoT means and how different industries are taking advantage of it.
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Меняя картину поведенческого здоровьяSan Bernardino County uses data management and advanced analytics to improve care and address misconceptions.
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Article
Coming soon: The Industrial Internet and IoT standardsFrom smart farms to connected water meters, the IIoT party is happening – with consensus around IoT standards playing host.
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Article
An executive’s guide to cognitive computingCognitive computing is the latest buzzworthy term that everyone seems to be talking about in the technology industry. But can machines really think?
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Article
5 приложений IoT для ритейлеровОт RFID-меток до умных магазинов. Как ритейлеры пользуются возможностями и преимуществами интернета вещей.
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Article
Analytics for all, all in one placeFrom Python to R and SAS to Spark, bring all of your analytics packages together with one trusted platform for analytics governance.
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Interview
«Подключенные» потребители, интернет вещей… и что розничным компаниям делать со всем этимПользователи тесно связаны с устройствами, а устройства тесно связаны друг с другом. Интернет вещей уже здесь, и он уже меняет работу розничных компаний.
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Article
Better alignment of incentives: Helping cure data analytics in health careHealth care organizations are beginning to use analytics to make better decisions. Learn how better incentives can make the process work faster.
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E-Book
Innovation driven by strategyFrom curing diseases to studying the sun, innovative uses of analytics are changing the world. Download this e-book to see where tomorrow’s technologies are happening today. You’ll find out how analytics technologies are being used for cybersecurity, machine learning, the Internet of Things and more. If you’re looking for inspiration, see where this e-book takes you.
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Article
Analytics for prescription drug monitoringPrescription drug monitoring programs (PDMPs) are a great start in combating abuse of prescription drugs, but they could be doing much more. Better data and analytics can inform better treatment protocols, provider education and policy decisions – and save lives.
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Series
Use of data visualization and analytics in education is growingEducators use analytics for education to make better decisions on programs, student outcomes and more. Learn how you can, too.
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Технический документ
Text Analytics: Unlocking the Value of Unstructured Data This research brief from the International Institute for Analytics and SAS outlines the challenges of implementing text analytics solutions and explores what makes this technology unique and exciting.
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Article
Equifax uses trended data to better qualify loan applicantsMachine learning for credit scoring has helped Equifax analyze consumer data over time to determine which borrowers are trending in a positive direction and develop a more accurate measure than credit scores.
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When One Size No Longer Fits All - Electric Load Forecasting with a Geographic HierarchyIllustrate step-by-step how utilities forecasters can take advantage of hourly or sub-hourly data from millions of smart meters by using new types of forecasting methodologies
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Технический документ
Workforce AnalyticsThis paper explores how government HR functions can use advanced analytics, machine learning and AI to develop effective plans to meet hiring, retention and performance goals.
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Interview
О, дивный мир аналитикиМайк Фрост (Mike Frost), старший руководитель по управлению продуктами команды Cloud and Infrastructure в SAS, рассказал о том, как современные организации выживают в новом мире данных и как новая архитектура SAS® Viya ™ помогает им подготовиться к будущему.
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Article
#Data4Good: индивидуальный подход к лечению онкологических заболеванийМы все так или иначе сталкивались с онкозаболеваниями — сами или кто-то из наших близких. Мы точно знаем, что каждый прожитый нами день, что бы мы ни сделали, был прожит не зря
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Article
5 Challenges for IoT in the insurance industryIoT promises to substantially reduce losses in the insurance industry, but adoption is low. That will change when the industry overcomes these five challenges.
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Технический документ
Improve Customer Experience with Actionable Artificial Intelligence While more marketers turn to artificial intelligence technologies, this new territory also raises more questions. This paper offers a detailed look into how AI works, and explores the opportunities and challenges it presents.
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Финансирование природоохранной деятельности для защиты вымирающих видовWorld Wildlife Fund turns to SAS Data Management to improve data on donors and help increase donations from outreach efforts.
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Article
Student lands dream job with help from SASA strong partnership between the University of Alabama and SAS put Cameron Jagoe on a path that led to his dream job with US Bank.
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Article
How to add analytics to your application development pipelineHow can you improve time to market for apps, improve analytics inside apps and let app developers focus on what they do best? With an open analytics platform.
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Interview
5 questions about open analytics Learn how one analytics team uses a combination of open source and enterprise analytics to find innovative solutions to complex problems.
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Article
Аналитическое моделирование: использование больших данных для защиты маленьких пациентовАналитические модели помогают исследователям найти лучший способ ухаживать за младенцами в NICU, спасая жизни (и миллионы долларов).
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Технический документ
Business Intelligence and Analytics Capabilities Report This report, written by the International Institute for Analytics and sponsored by SAS, examines the relationship between business intelligence (BI) and advanced analytics (AA) in large organizations. The report is based on a survey of midmarket and enterprise businesses about their current BI environments and AA capabilities, including analytics skills and self-service options. Read this report to learn more about the biggest barriers to adoption for BI and AA, the best investments for both, common pitfalls, and how to increase analytics maturity and adoption in your company.
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Interview
Сертифицированный Data Scientist: как к этому прийти?В этом году SAS запустила первую программу сертификации для специалистов по Data Science - SAS® Certified Data Scientist.
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Технический документ
Analytics and ITA Harvard Business Review Key Learning Summary
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Article
Как генератор случайных чисел SAS помог определить победителей розыгрыша среди стажеров компании разных летSAS проводила опрос среди стажеров компании разных лет и разыгрывала призы между его участниками. Чтобы выбрать победителей, мы создали генератор случайных чисел на ПО SAS
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Технический документ
BI, Analytics, and the Cloud: Strategies for Business AgilityCloud BI and analytics
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Telstra привлекла SAS, чтобы сохранить клиентовAustralia’s largest telecommunications company relies on SAS Analytics to better understand customers’ needs and develop the products and services they want.
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Технический документ
The Connected InsurerExplore the opportunities IoT creates, the barriers to its adoption within the insurance industry, and what’s needed to fully exploit the potential of IoT for competitive advantage and growth.
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Технический документ
Leadership and Big Data InnovationA Harvard Business Review Key Learning Summary
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Технический документ
Approachable Analytics With SAS® Web Solutions See how SAS Web solutions enable rapid prototyping of new analytic solutions.
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Технический документ
The Connected Customer: The Why Behind the Internet of ThingsBlue Hill explores the key traits associated with supporting the connected customer through the internet of things, and provides guidance on why the internet of things will be essential across the general business landscape.
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Технический документ
Portrait of a CAOOur latest eBook is an interview and blended profile of a government agency’s first Chief Analytics Officer. While the profiled CAO is fictitious, the ideas, processes and strategies within the book are real and proven. And although the industry focus is government, the eBook offers insights on the challenges and experiences of the CAO in any industry.
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E-Book
Improving Customer ExperienceEveryone makes better decisions with easy access to powerful, interactive analytics – no matter the size of the business. This e-book profiles seven organizations that are using self-service data visualization and exploration to make big improvements in the way they work.
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Series
Women in analytics: Katherine Sanborn, Kellogg CompanyA recent college graduate who mentors and coaches incoming interns shares her advice for the newest generation of analytics professionals.
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Технический документ
Channeling Streaming Data for Competitive AdvantageDiscover how and why innovative companies are transforming business operations by using streaming analytics to extract meaning from live data streams as data is created, and automate reactions to it with millisecond response times.
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E-Book
Технический документ
Tomorrow's telcoCSPs spend more than 50 percent of their budgets on growing their networks, but few use analytics to guide capacity-planning decisions. Studies and surveys show that churn is a direct result of CSPs not knowing their customers well. How can CSPs learn to do more with less? The answer is advanced analytics.
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Marketing Trends: The Digital Personalization RevolutionLearn proven methods for enabling a consistent and personalized cross-channel experience.
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Технический документ
Analytics as a Source of Business InnovationCompetitive advantage from analytics is changing, and for the better. For the first time in four years, MIT Sloan Management Review found an increasing ability to strategically innovate with analytics based on interviews with more than 2,600 practitioners and scholars globally.
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Article
Может ли обмен данными излечить рак?Совместная работа аналитиков помогает найти ответы, скрытые в данных клинических исследований.
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Новая философия повышения лояльности клиентовData-driven decisions help Royal Bank of Scotland transform its organizational processes, improve employee engagement and deliver excellent customer service.
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Технический документ
Data Visualization TechniquesA picture is worth a thousand words – especially when you are trying to find relationships and understand your data – which could include thousands or even millions of variables. This paper takes you from the basics of charts and graphs to visualizing big data using SAS Visual Analytics.
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Технический документ
Better Forecasting With Next-Generation Demand ManagementThe multitude of forces affecting the relationship between demand and supply are set to expand their influence. Smart leaders will take advantage of the flood of digital data to better understand those forces to make more accurate and predictive supply chain decisions.
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Технический документ
IoT and Transportation: How Analytics Makes Travel Faster and SaferDiscover how new sources of data provide an opportunity to improve the efficiency of transportation systems while providing new services and optimizing transportation investments.
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E-Book
The Machine Learning Primer This e-book provides a primer on machine learning, deep learning, natural language processing and cognitive computing, as well as 10 best practices and a checklist for machine learning readiness.
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E-Book
Celebrating SportsAthletes have always been ambitious, rising to achieve what we once thought impossible. Now with analytics, teams have more ways to capture fan voices and measure athlete competitiveness.
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Article
5 steps to sustainable GDPR complianceFollow these steps to achieve GDPR compliance by the May 2018 deadline – and get added benefits along the way.
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Технический документ Enhancing the Fan Experience With Event Affinity AnalysisLearn how to use sports fan data to better target and personalize marketing.
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Технический документ
The Key Factors Driving IoT SuccessWith the support of SAS, the Internet of Things Institute developed the Internet of Things ROI Research Study to gather real-world insights, lessons learned and future guidance from current users of IoT technology and advanced analytics.
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E-Book
The Non-Geek's A-to-Z Guide to the Internet of ThingsThis A-to-Z guide includes 101 common terms related to the Internet of Things.
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Технический документ
The Next Analytics Age: Machine LearningWhat management and leadership challenges will the next wave of analytic technology bring? This SAS-sponsored Harvard Business Review Insight Center on HBR.org went beyond the buzz to talk about how machine learning will change companies and the way we manage them.
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Article
В России появился первый сертифицированный Data ScientistПервым специалистом, завершившим обе части сертификации в России, стал руководитель Академической программы SAS в России и СНГ Михаил Петровский
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Технический документ
The Next Analytics Age: Artificial IntelligenceWhat management and leadership challenges will the next wave of analytic technology bring? This SAS-sponsored Harvard Business Review Insight Center on HBR.org went beyond the buzz of what machine learning can do, to talk about how it will change companies and the way we manage them.
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Article
Analytics tackles the scourge of human traffickingVictims of human trafficking are largely invisible. And they're all around us. Now organizations are applying analytics to combat the problem -- and are achieving initial success.
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Технический документ
Building a Foundation for HR Analytics Valuable insight into what it takes to build HR analytic competency from scratch.
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Interview
Что движет цифровой экономикой? Аналитическая экономика.Цифровая экономика проникает практически во все аспекты нашей жизни — от банковских услуг и покупок до свиданий и образования. Поэтому возникает закономерный вопрос: можно ли сказать, что цифровая экономика становится стандартом де-факто, и что теперь экономика всегда и во всем будет цифровой?
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Article
Многовариантное тестирование: делайте больше за меньшее времяМноговариантное тестирование (MVT) — еще один «помощник в принятии решений», доступный в SAS® Customer Intelligence 360.
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Article
Разработка с полной отдачей: четыре новые технологии, которые определяют будущее SASЧетыре примера внедрения новых технологий и серьезных изменений в SAS.
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Технический документ
Redefine Your Analytics Journey With Interactive Data Exploration and Predictive AnalyticsWhat if your analytics journey were easier? It can be, in five easy steps. Learn how SAS Visual Analytics and SAS Visual Statistics together can provide a fast, fun way to explore data, build models and find the best performer.
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Технический документ
Utility analytics in 2017: Aligning data and analytics with business strategyTo better understand organizational readiness for analytics and key areas of analytic priority in this diverse business landscape, SAS conducted an industry survey. The survey explored the issues and trends that are shaping how utilities are deploying data and analytics to achieve their business goals.
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Технический документ
SAS® in the Open EcosystemAnalytics professionals can create, experiment, test and deploy analytics using different methods, languages and skill sets – within one cohesive platform – while IT can easily govern all analytical assets in a centralized manner and scale big data processing power as needed.
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Interview
Анализ образовательных процессов позволил Университету Алабамы принимать более взвешенные решенияПосле внедрения технологий SAS мы смогли избавиться от огромного объема лишней работы. Теперь мы можем извлекать информацию, создавать собственные файлы данных, выполнять их анализ и получать результаты в нужном формате для максимально удобной отправки.
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Технический документ
Cognitive Computing: Analytics and BeyondWith the addition of text and sentiment analytics, predictive modeling and sentiment prescriptive analytics, analytics has taken another leap forward. This paper, by Sue Feldman of Synthexis, explains how cognitive computing helps you understand ambiguous problems while adding accessibility to data for more users.
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Технический документ
Analytics Across the Student Life CycleExplore best practices for successfully applying data integration, data visualization and analytics solutions across the student life cycle in order to improve decision making.
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Технический документ
TDWI Navigator Report: Predictive AnalyticsPredictive Analytics
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Технический документ
Forecasting 101Organizations spend much time and money searching for a magic formula for the perfect forecast, yet still get bad forecasts. But it doesn't have to be this way. This paper provides a summary of a webinar in the SAS "Applying Business Analytics" series that discusses how businesses can achieve better accuracy and forecasting efficiency by understanding the nature of demand patterns and where the forecasting process is adding value — or not.
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Технический документ
Assessing Your Business Analytics Maturity: Eight Metrics That MatterSAS conducted a benchmark survey of more than 260 US companies across all industries to determine each organization’s proficiency across the key metrics. The results of this survey are presented in this paper to provide guidance for short- and long-term efforts needed to enhance analytical effectiveness.
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Технический документ
The Power of CollaborationThis white paper explains the need for and value of the collaboration and self-service capabilities that SAS Visual Analytics and SAS Office Analytics provide. It provides how-to specifics for incorporating SAS Visual Analytics results with Microsoft Outlook, Excel, PowerPoint, Word and SharePoint with plenty of screen shots, explanations and architecture diagrams for IT.
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Article
Что такое многоканальная аналитика?Умные ритейлеры понимают, что сегодня для успешного бизнеса одного лишь маркетинга уже недостаточно
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Идеальная посадка с любой точки зренияLevi Strauss & Co. создает лучшие условия работы с клиентами, используя большие данные и аналитику.
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Путешествуя сквозь текстовые айсбергиНедавно я парковался у отеля, возвращаясь с ужина с заказчиками. Было темно и дождливо, а я был уставший после путешествия.
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Article
Что такое автоматизация маркетинга?Автоматизация маркетинга позволяет организациям использовать собранные данные о клиентах и оперативную информацию для того, чтобы разрабатывать более успешные кампании и программы по привлечению потенциальных клиентов.
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Article
Искусственный интеллект: где реальность, а где хайп?Мы живем в потрясающее время. Характер нашего взаимодействия с машинами, объектами и вещами стремительно меняется.
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Article
Искусственный интеллект: где реальность, а где хайп?Мы живем в потрясающее время. Характер нашего взаимодействия с машинами, объектами и вещами стремительно меняется.
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Технический документ
Using Big Data to Enable the Omnichannel Retail ExperienceAs trends in consumer buying patterns continue to evolve, retailers need solutions that can derive deep data analytic insights to provide a more sophisticated, centralized view of their customers’ preferences and buying journeys.
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Article
The future of IoT: On the edgeFrom cows to factory floors, the IoT promises intriguing opportunities for business. Find out how three experts envision the future of IoT.
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Технический документ
Institutionalizing Real-World EvidenceSee the seven key components life sciences organizations must have in place to provide structure to the quest for real-world evidence – and four ways to take it to the next level.
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E-Book
Doing good with government dataFrom child welfare and public health to combating prescription abuse and improving education, analytics is improving government programs around the world.
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Article
Машинное обучение для чайников (и не только)10 советов для тех, кто хочет преуспеть в области машинного обучения
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Article
The opportunity of smart grid analyticsWith smart grid analytics, utility companies can control operating costs, improve grid reliability and deliver personalized energy services.
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E-Book
Why choose a career in analytics?Why are analytics careers so hot? A few years ago, a Harvard Business Review article by Thomas Davenport, “Data Scientist: The Sexiest Job of the 21st Century” brought analytics as a career choice into the mainstream. Then there was a recent McKinsey study that predicts 3 million big data jobs will need to be filled in the US alone. Businesses, governments and nonprofits all use analytics every single day. To make decisions. Make a difference. And do more with less. Read this e-book to see where a career in analytics could take you. Your dream job awaits.
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Interview
Интернет вещей в промышленности: вести с полейИнтернет вещей оказывает огромное влияние на технологическую сферу. Узнайте как воплотить в жизнь концепцию «интеллектуального» производства.
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Article
Supporting indigenous communities with analyticsThough indigenous women are a small part of Canada's population, they account for a disproportionately large number of Canada's murder victims. Now, big data and analytics are being used to help improve outcomes.
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Аналитический отчет
SAS is a Leader in The Forrester Wave™: Streaming Analytics, Q3 2017Streaming analytics are critical to building contextual insights for IoT, mobile, web and enterprise applications. Read the report to learn more.
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Технический документ
Statistics and Machine Learning at ScaleDiscover how machine learning can be applied to a variety of applications, and learn about the techniques required to help computers learn from massive amounts of data.
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Аналитика помогает American Honda экономить средстваАналитика помогает American Honda экономить средства
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Технический документ
Accelerating the Path to Value with Business Intelligence and AnalyticsBI and Analytics Accelerating Value
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Технический документ
BARC Score Advanced Analytics PlatformsBARC Score
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Достичь теоретического и операционного совершенства с помощью бизнес-аналитикиCurtin University uses SAS Visual Analytics to provide reporting across the organization.
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Технический документ
Advanced Analytics: Moving Toward AI, Machine Learning, and Natural Language Processingadvanced analytics, artificial intelligence, machine learning, natural language processing
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Article
Проактивное обнаружение - новый подход к борьбе с терроромЧтобы противостоять террору, следственным группам пора выяснить, что они могут сделать с уже имеющимися у них данными, просто применив немного иной подход или свежий взгляд.
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Технический документ
The Internet of Things: Marketing’s Opportunities and Challenges Learn how marketers can apply event-based marketing and real-time marketing capabilities to capitalize on IoT data in the moment by pinpointing significant customer events, which then trigger real-time customer decisions. The result? Best offers delivered in real time, given the consumer’s current context.
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Article
Все, что нужно знать о мошенничестве и машинном обученииМашинное обучение является важной частью инструментария обнаружения мошенничества. Вот что вам нужно для начала работы.
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Article
Keeping an open mind about open analyticsSome of the smartest data science teams are using SAS alongside open source analytics. Find out how you can use both and deploy all models consistently.
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Customer Story
Оптимизация автобусных маршрутов помогает сократить расходы школBoston Public Schools uses SAS Analytics to consolidate stops, improve student experience and save money.
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E-Book
Quality 4.0 Impact and Strategy Handbook Quality 4.0 isn't really a story about technology. It's about how that technology improves culture, collaboration, competency and leadership.
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Технический документ
Sales & Marketing Report 2017 - The Digital ExperienceCGT’s Sales & Marketing Report 2017, sponsored by SAS, looks at progress on several key topics, including supply chain, trade promotion, direct-to-consumer marketing, data and analytics, security and the digital enterprise.
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Article
Спортивная статистика, или Как повлиять на чиновниковЖурналист Алан Шварц (Alan Schwarz) провел статистические расчеты по количеству заболеваний головного мозга среди бывших спортсменов, результаты которых вызвали резонансный скандал.
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Технический документ
Analytics Accelerates Monetization Opportunities for Connected Vehicle and Mobility ServicesLearn how automakers and their partners are using IoT data and analytics to help them reshape business models, seize new sources of revenue and develop inventive ways to better serve customers.
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Article
Чем больше данные, тем глубже аналитикаВедущий радио Mediametrics Антон Арнаутов пригласил на интервью Илью Романова, директора по работе с финансовым сектором SAS Россия/СНГ
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Технический документ
Thirsting for Insight? “Unpolluted” data is core to a successful business – particularly one that relies on analytics to survive. But preparing data for analytics is full of challenges. By some reports, most data scientists spend 50 to 80 percent of their model development time on data preparation tasks. SAS adheres to five data management best practices that help you access, cleanse, transform and shape your raw data for any analytic purpose. With a trusted data quality foundation and analytics-ready data, you can gain deeper insights, embed that knowledge into models, share new discoveries and automate decision-making processes to build a data-driven business.
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Article
«Подключенный» потребитель: влияние Интернета вещей на будущее ритейлаВсе чаще розничные магазины используют возможности Интернета вещей (IoT), чтобы «подключиться» к потребителю. Эта технология революционным образом меняет процесс покупок и ожидания потребителей, связанные с их любимыми магазинами.
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Article
Интернет вещей уже здесьРынок IoT пребывает в состоянии практически маниакального возбуждения: столько новых возможностей в самых разных отраслях, столько интересных новаторских идей.
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E-Book
Making Sense of AIThis e-book explores the current boundaries of AI, as well as the many ways that modern AI applications can improve our understanding of the world and enable us to make better, faster decisions.
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E-Book
Out in the open with analyticsLearn how businesses in multiple industries are combining the benefits of SAS and open source analytics, integrating disparate code and information to deploy models and deliver critical results.
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Article
Как API-интерфейсы изменят роль специалистов по data science?Интерфейсы прикладного программирования, или API-интерфейсы, способны коренным образом изменить лицо аналитики.
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Технический документ
Using Analytics to Improve Customer EngagementThe MIT Sloan Management Review's eighth annual Data & Analytics Global Executive Study and Research Report has released its latest findings regarding organizational use of analytics. Innovators continue to glean analytical insights, noting the use of data from multiple sources including customers, vendors, regulators and, in some cases, competitors.
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Технический документ
Advancing Your Business Intelligence With Location AnalyticsSAS sees location analytics as an extension of BI, so we partnered with GIS leader Esri to bring GIS and BI together. Learn how users can now access self-service mapping and spatial analytics from within the intuitive SAS Visual Analytics tool.
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Технический документ
Machine learning and artificial intelligence in a brave new worldMachine learning in the last few decades has given way to an AI revolution. From self-driving cars to virtual assistants, learn more about the endless possibilities for these developing technologies.
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Технический документ
Modern manufacturing’s triple play: Digital twins, analytics and the Internet of ThingsTechnologies to recreate a digital version of some of the world’s most complex machines are a new source of opportunity for analytics and the Internet of Things. From use by NASA to manufacturers worldwide, equipment can be monitored from anywhere in the world and beyond.
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Технический документ
Bridging The IoT Perception Gap: Information vs Operational TechnologyFuturum Research surveyed the state of the relationship between IT and OT teams as it pertains to the design, implementation, and creation of value through IoT technologies.
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Article
Как использовать данные, чтобы изменить мирОрганизации по всему миру используют данные, чтобы изменить мир к лучшему. Это привело к новым способам решения проблем, связанных с образованием, бедностью, здоровьем, правами человека, окружающей средой и другими сферами жизни.
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Технический документ
The impact of data and analytics on local governmentGlobally, data and analytics usage for local governments is on the rise. From planning to operational impact, municipalities benefit from data-driven decision making and data sharing. And the ultimate winners are its citizens, offering better use of taxpayer funding and improved living conditions.
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Аналитический отчет
How Data Science Teams Leverage Machine Learning and Other Advanced AnalyticsGartner's 2017 customer reference survey for data science and machine learning platforms reveals how many organizations are undertaking data science initiatives.
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E-Book
How Can Retailers Satisfy Today's Customers? With omnichannel analytics, you can use all the data you’re collecting on multiple channels, combine it with product data to improve all retail operations, while also improving the customer experience.
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Технический документ
Becoming a Smart CityExplore how new technologies empower city governments to run more efficiently, make decisions proactively, and provide services more effectively.
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Технический документ
The Risks and Rewards of AIExploring the rise of AI, Harvard Business Review has published a collection of articles assessing the opportunities and pitfalls that could evolve, with discussions on the innovative uses of data and analytics, industry adoption, impacts to human work, and the factors of business change.
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Технический документ
Leveraging data successfully for developmentThe Economist Intelligence Unit conducted a survey of global data scientists and professionals on their use and interest in data analytics. One of the key themes from the research was the desire to improve development using data – ranging from policymaking to education and health care.
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Series
Use education dashboards to publicize the value of analyticsHow can education institutions show the effectiveness of their analytics and visualizations? Think about publicizing your key dashboards.
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Series
Tips for making the most of your analytics softwareEducators need insights from their data. Learn how to harness big data in education using analytics software.
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Технический документ
Improving disaster response efforts through dataThis article explores the use of data and analytics in areas of social and economic development, including disaster management. The article was created with data from a survey by The Economist Intelligence Unit of data scientists and professionals in the public and private sectors globally.
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Article
Аналитика SAS поможет страховым компаниямКак применять углубленную аналитику и машинное обучение в медицинском страховании?
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Технический документ
From chaos to coherence: Managing pandemics with dataBased on a survey by The Economist Intelligence Unit on the use of data and analytics, professionals in the public and private sectors around the world viewed health care as the industry with the greatest potential to benefit from data analytics. In fact, the global sharing of health care data means most are optimistic about preventing future pandemics, and they want businesses to work closer with government entities to share health care data for the greater good.
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Article
What do drones, AI and proactive policing have in common?Law enforcement and public safety agencies must wrangle diverse data sets to be effective in their operations. Intelligence analysts are using that data to apply machine learning and AI for more proactive policing.
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Технический документ
How to Do Deep Learning With SAS® Get an introduction to deep learning techniques and applications, and learn how SAS supports the creation of deep neural network models.
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Технический документ
Managing the Analytics Life Cycle for Decisions at ScaleLet the SAS Analytics Life Cycle guide you through the iterative process of going from raw data to predictive modeling to automated decisions, faster. This paper tells you how.
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Технический документ
Text Analytics for ExecutivesThis paper looks at how organizations in banking, health care and life sciences, manufacturing and government are using SAS text analytics to drive better customer experiences, reduce fraud and improve society.
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Article
Агробизнес и современные технологииКак можно повысить эффективность бизнес-процессов, начиная с производства и заканчивая хранением и сбытом, с помощью информационных технологий?
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Технический документ
Drive Next-Generation Customer Experiences with Real-Time Connected Product and Service Analytics SAS, Hortonworks and Intel can help you embrace technologies and processes to anticipate a wide range of customer needs, providing the foundation for next-generation customer experiences.
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Технический документ
Drive Next-Generation Performance With Real-Time Connected Manufacturing This special report sponsored by SAS, Intel and Hortonworks explores how manufacturers are capitalizing on the promise of the IoT, creating new value streams and revolutionizing the relationship with markets.
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Article
Insights Page
Искусственный интеллект - Что это такое и почему это так важноИскусственный интеллект (ИИ) позволяет компьютерам обучаться на собственном опыте, адаптироваться к задаваемым параметрам и выполнять те задачи, которые раньше были под силу только человеку.
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Article
Этика ИИ: 3 шагаБудет ли искусственный интеллект полезен человечеству или приведет к ряду нежелательных последствий? Этика ИИ может быть одним из гарантов использования искусственного интеллекта во благо.
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Технический документ
Machine Learning With SAS® Enterprise Miner™Learn how SAS modelers prepared data and applied different machine learning techniques to create and identify the most accurate model for predicting churn using KDD Cup data.
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Технический документ
Securing Your IoT Solution StackLearn why IoT solutions are so difficult to secure, what's needed to secure each layer of the IoT stack, and how SAS uses software like SAS Event Stream Processing to secure the applications layer.
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Article
Машинное обучение и искусственный интеллект в дивном новом миреКак взаимодействует человек и машина в дивном новом мире с ИИ?
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Технический документ
Hosted Managed Services for SAS® TechnologySAS provides hosted managed services designed to provide faster and easier deployment options for SAS technologies. This white paper reviews the fundamentals of this capability.
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Технический документ
Machine Learning Use Cases in Financial CrimesLearn 10 proven ways machine learning can boost the efficiency and effectiveness of fraud and financial crimes teams – from data collection to detection to investigation and reporting.
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E-Book
Becoming a data-driven organizationLearn about the three foundations of becoming data-driven – data management, analytics and visualization – and how they can increase profitability, boost performance, raise market share and improve operations.
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Технический документ
Charging Ahead with EV AnalyticsThis white paper from Navigant Research, sponsored by SAS and Intel, explores the analytics infrastructure that is needed to prepare for and benefit from the growth of EVs
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Технический документ
Edge Computing Index: From Edge to EnterpriseThe Futurum Research survey was conducted to identify attitudes toward edge computing, adoption and deployment data. It also investigated investment intent and trends or points of friction related to this topic. All respondents in the survey were in roles of influence for edge computing investment decisions.
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Article
Семь советов по разработке стратегии управления BI-инструментами для конечного пользователяИнструменты BI и аналитики для конечного пользователя дают уникальную возможность получить ответы на важные для бизнеса вопросы с помощью данных. С другой стороны, корпоративные ИТ-системы уже давно стали визитной карточкой компаний, которые работают в сфере бизнес-аналитики.
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Технический документ
What Management Must Know About ForecastingExplore why forecasts are often wrong and learn about ways to improve them.
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Технический документ
Artificial Intelligence for ExecutivesThis paper outlines the SAS approach to AI and explains key concepts. It also provides process and implementation tips if you are considering adding AI technologies to your business and analytical strategies.
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E-Book
Rationalizing Risk in AIOrganizations that wait for AI perfection tomorrow will invariably miss out on its great potential today. Because while risk can’t be avoided entirely, it can be rationalized.
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Технический документ
Keys to robust credit risk modeling and decisioning for better customer experienceModernizing and automating the end-to-end process for origination and servicing – from data management to model development to credit decisions – can reduce credit losses and boost performance. This paper explores how infusing machine learning into this process supports more effective credit decisions for individuals, products or portfolios.
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Article
Революционные технологии превращают данные IIoT в золотоИстинная ценность Интернета вещей заключается в данных. Фактически, основная причина, из-за которой подключаются IoT-устройства, заключается в создании больших данных, которые могут быть проанализированы и использованы при необходимости другими устройствами, приложениями, машинами или людьми.
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E-Book
Using data to change the worldIt’s clear that data has the power to transform businesses and entire industries, but can it also change the world? When you combine passion and curiosity with analytics – the answer is yes.
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Article
Тройная цель современного производства: цифровые двойники, аналитика и Интернет вещейТочные дубликаты для управления сложными системами применялись еще к миссиям NASA на Луне. Сегодня, Интернет вещей является ключом к внедрению технологии цифровых двойников.
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Технический документ
SAS®: A Comprehensive Approach to Big Data Governance, Data Management and AnalyticsSAS puts you in charge of burgeoning big data governance issues. See how in this paper by Sunil Soares.
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Article
Меняя процессыПроектам в сфере Интернета вещей нужна автоматизированная аналитика.
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Аналитический отчет
5 Pitfalls to Avoid When Designing an Effective Data and Analytics Organization In this research report, Gartner examines five major pitfalls that significantly inhibit the design of an effective data and analytics organization, then discusses practical steps that data and analytics leaders can take to avoid them.
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Article
Сколько вы теряете из-за неоптимального севооборота?Самое время перейти к летней практике и рассмотреть такую распространенную и понятную задачу, как планирование севооборота. Что будет, если добавить в эту задачу щепоточку искусственного интеллекта и несколько граммов математических методов?
