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- Технический документ Pioneering Ethical AI: The Crucial Role of Property and Casualty InsurersInsurers have long been global leaders in addressing risks and protecting people and businesses. As artificial intelligence continues to revolutionize how business gets done, it is redefining how insurers can deliver on their promises. Read this paper to learn from industry veterans and AI experts alike about: • The state of AI regulations globally. • The multifaceted role insurers can play in developing AI ethics. • Why insurers are uniquely qualified to use AI (and GenAI) – and how they’re using these technologies today. • An approach to an ethical AI framework that any insurer can follow to establish their own AI narrative.
- Article AI anxiety: Calm in the face of changeAI anxiety is no joke. Whether you fear jobs becoming obsolete, information being distorted or simply missing out, understanding AI anxiety can help you conquer it.
- Article Fraud detection and machine learning: What you need to knowМашинное обучение является важной частью инструментария обнаружения мошенничества. Вот что вам нужно для начала работы.
- Article Fraud detection and machine learning: What you need to knowМашинное обучение является важной частью инструментария обнаружения мошенничества. Вот что вам нужно для начала работы.
- Article Harnessing synthetic data to fuel AI breakthroughsLearn why synthetic data is vital for data-hungry AI initiatives, how businesses use it to unlock growth, and how it can help address ethical challenges.
- Технический документ How to realize value from cloud analytics faster — and with less cost and riskIn just a few years’ time, analytic and AI models have gone from being on-premises “pet projects” and proofs of concept to high-volume mission-critical technologies developed and deployed in the cloud to support business decisions at scale. But as Foundry’s survey reveals, most IT departments haven’t evolved how they will support and enable the new world of cloud analytics at scale.
- Технический документ Top 5 insurance problems – and AI isn’t one of themAs all players in the insurance ecosystem know – insurers to reinsurers, GSIs and regulators – the industry faces a multitude of daunting business problems today. In this paper, we discuss five of the most pressing insurance problems, how they affect communities around the world, and obstacles that can get in the way of solving those challenges. Read the paper to learn how insurers can use AI to identify and solve far-reaching issues. And learn why it will take the entire insurance ecosystem to course correct on business results, climate risk, AI safety and governance, and more.
- Article What are AI hallucinations?Separating fact from AI-generated fiction can be hard. Learn how large language models can fail and lead to AI hallucinations – and discover how to use GenAI responsibly.
- E-Book Rising Waters and Rapid ResponsesGet an insider’s view of the tools and strategies that some leaders in flood management are already deploying to better protect their citizens, as well as case studies that show how these approaches work in real-world applications.
- Технический документ How will generative AI influence forecasting software?Delve into what potential applications of AI, particularly large language models (LLMs) within a forecasting support system (FSS), along with identifying obstacles to the widespread adoption of these technologies.
- Customer Story French national rugby team boosts performance with AI and analyticsThe French Rugby Federation counts on intelligence gleaned from SAS Viya on Microsoft Azure to guide coaching decisions and enhance player performance.
- Article Shut the front door on insurance application fraud!Как выявить, что вас обманывают агенты и страхователи, а также распознать первые признаки будущего мошенничества.
- Аналитический отчет SAS is a Leader in The Forrester Wave™: AI Decisioning Platforms, Q2 2023.The Forrester Wave™: AI Decisioning Platforms, Q2 2023 recognizes SAS for seamlessly integrating world-class analytics for decisioning.
- 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.
- Аналитический отчет SAS Inside Intelligence 2023 ConferenceThis IDC Link focuses on SAS' responsible innovation initiative and the importance of building trust, transparency and information privacy in machine learning and AI life cycle technologies and applications.
- Аналитический отчет IDC MarketScape: Worldwide MLOPs Platforms 2022 Vendor AssessmentSAS is positioned in the Leader's category in the 2022 IDC MarketScape for worldwide machine learning operations platforms.
- Аналитический отчет IDC Spotlight: Looking Beyond the AI Model to Improve the Value of Computer Vision in Manufacturing OperationsThis IDC Spotlight explores the increasing adoption of computer vision (CV) by manufacturers, and how in order to succeed, they must focus on more than just model development, validation and deployment. SAS delivers a comprehensive portfolio of tools, software and resources – integrated into SAS Viya – to develop and deploy CV solutions.
- Аналитический отчет SAS is a Leader in The Forrester Wave™: Digital Intelligence Platforms, Q4 2022SAS is a Leader in The Forrester Wave™: Digital Intelligence Platforms, Q4 2022.
- Article Ключевые вопросы для запуска ваших проектов по аналитике данныхНет единого плана по работе над проектом по аналитике данных. Эксперт по технологиям Фил Саймон предлагает рассмотреть эти десять вопросов в качестве руководства.
- E-Book Make Every Voice Heard with Natural Language ProcessingNatural language processing: The communication link between human and machine intelligence.
- Аналитический отчет Advanced Analytics Excellence In Discrete Manufacturing
- 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.
- Аналитический отчет IDC MarketScape: Worldwide Responsible Artificial Intelligence for Integrated Financial Crime Management Platforms 2022 Vendor AssessmentLearn why SAS is positioned in the Leaders category in the 2022 IDC MarketScape for worldwide responsible artificial intelligence for integrated financial crime management platforms.
- Customer Story Norway’s largest telecommunications, media and technology provider adapts to rapidly changing customer expectations using a hybrid cloud approachTelenor relies on SAS Viya on Azure and SAS Customer Intelligence 360 to provide fast, personalized customer service based on real-time analytics.
- Аналитический отчет The Total Economic Impact™ Of SAS Viya On AzureMicrosoft and SAS commissioned Forrester Consulting to conduct a Total Economic Impact™ study and examine the potential return on investment enterprises may realize by deploying SAS Viya on Azure.
- Вебинар Как анализировать и оптимизировать сети c SAS Optimization on ViyaНа вебинаре будет подробно рассмотрен процесс применения инструмента SAS Optimization on Viya для анализа сетей, оптимизации путей в сетях и решения других задач на графах.
- Аналитический отчет Matrix: Leading Fraud & AML Machine Learning PlatformsSAS is a best-in-class vendor in the most recent Datos Insights report, Matrix: Leading Fraud & AML Machine Learning Platforms.
- Customer Story Customer engagement enhanced with cloud-based analytics and AI1-800-FLOWERS.COM, Inc. helps customers express, connect and celebrate with SAS Viya on Azure.
- Article Public health infrastructure desperately needs modernizationPublic health agencies must flex to longitudinal health crises and acute emergencies – from natural disasters like hurricanes to events like a pandemic. To be prepared, public health infrastructure must be modernized to support connectivity, real-time data exchanges, analytics and visualization.
- Вебинар Импорт и загрузка в SAS JSON файлов из APIНа вебинаре будут продемонстрированы базовые и расширенные техники импорта и загрузки JSON файлов в SAS, а также рассмотрены вопросы подключения к внешним API.
- Вебинар Всё лучшее сразу: low-code аналитика и ModelOps от SAS в облаке AzureВебинар будет интересен тем, кто не представляет свой бизнес без Azure, но при этом нуждается в аналитике. А также тем, кто уже оценил экономический эффект аналитически обоснованных решений, но хочет получать их еще и в облаке.
- Article Хакатон открыл для меня новые сценарии применения аналитикиВ 2021 году компания SAS организовала международный хакатон #HackinSAS. В ходе хакатона участники из разных стран, с разным опытом и навыками создавали готовые для внедрения в эксплуатацию приложения и продукты с использованием аналитики SAS, искусственного интеллекта, облачных вычислений и технологий с открытым исходным кодом.
- Вебинар Как использовать SAS Optimization для решения оптимизационных задачНа вебинаре будет детально рассмотрен процесс применения инструмента SAS Optimization on Viya для решения оптимизационной задачи на примере построения оптимальных маршрутов.
- Вебинар Оценка эффективности моделейНа данном вебинаре мы расскажем об аналитическом подходе к тарификации КАСКО на основе комплекса моделей машинного обучения. А также покажем, как с помощью SAS Visual Analytics можно представить результаты моделирования и бизнес-ограничения в интерактивном режиме.
- Вебинар Динамические отчеты в SAS Visual AnalyticsНа этом вебинаре мы поговорим о лучших практиках и правилах разработки дизайна отчетов, а также применим их при создании отчета в Visual Analytics с нуля.
- Article Почему менеджерам стоит позаботиться о качественном инструменте для прогнозированияТеперь, когда COVID-19 стал частью нашей реальности, жизненно важно планировать каждый аспект бизнеса. Мы наблюдаем бурный рост спроса на решения для прогнозирования, которые гарантируют последовательность, автоматизацию и повышенную точность.
- Article 3 типа пользователей, которым выгодно сотрудничество SAS и MicrosoftУзнайте о преимуществах для корпоративных пользователей, разработчиков и предпринимателей от нашей совместной работы с Microsoft.
- Article Load Forecasting: Ensuring supply meets energy demandLoad forecasting helps energy suppliers meet demand for residential and commercial customers. As renewable energy resources increase, the necessity for a technology platform that adapts to load forecasting requirements becomes crucial.
- Article 5 компонентов, надолго укрепляющих позиции компаний на рынкеИнновации, гибкость и клиентоориентированность часто возглавляют список стратегических целей компаний. Но сегодня наиболее важной целью является устойчивость на рынке. Учитывая нашу «постковидную» реальность, стоит внимательно изучить возможности сохранения позиций в любой отрасли.
- Article Использование Python в решениях SAS Intelligent Decisioning 5.4Начиная с версии 5.3, у пользователя появилась возможность легко встроить скрипт Python в решение SAS ID. Теперь Python исполняется в MAS без необходимости дополнительной обёртки в DS2 - узел кода Python сделает это за вас.
- Article Finding COVID-19 answers with data and analyticsLearn how data plays a role in optimizing hospital resources, understanding disease spread, supply chain forecasting and scientific discoveries.
- Customer Story Using artificial intelligence to decode dance patterns of beesAmesto NextBridge and Beefutures use visual analytics and machine learning to help protect and support healthy bee populations.
- Article Ситуационная осведомленность определяет нашу реакциюМногие обстоятельства требуют ситуационной осведомленности, то есть осознания того, что происходит вокруг. Пандемия COVID-19 усилила эту потребность, поскольку лидеры во всех отраслях использовали аналитику и визуализацию, чтобы получать ситуационную осведомленность в реальном времени и быстро реагировать на важные решения.
- Customer Story Как обеспечить безопасность пациентов с психическими расстройствами во время пандемии?SAS delivers dashboard to monitor COVID-19 in the Copenhagen Regional Psychiatric Centers.
- Article Взгляд опытного дата-сайентиста: почему data literacy так важна сегодняУзнайте мнение дата-сайентиста и преподавателя о ценности фундаментальных знаний, чтобы вам было легче отличить факты от вымысла.
- Article Реагировать, восстанавливать, переосмысливатьПотрясения в нашей жизни случаются регулярно, хотя большинство из них не такие далеко идущие, как пандемия COVID-19. Какова бы ни была их природа, полезно иметь план, как выйти из кризиса, пока вы еще в игре. Узнайте о трехфазном подходе, который рекомендует SAS для смягчения широко распространенных последствий.
- Article Отслеживание контактов для целей общественного здравоохранения: технология способствует проведению эпидемиологических исследованийТо, что когда-то было трудоемким процессом, основанным на зачастую неполной или неточной памяти человека. Расследования по отслеживанию контактов для общественного здравоохранения теперь вошли в цифровую эру благодаря углубленной аналитике и визуализации данных.
- Вебинар Новый всплеск страхового мошенничества после COVID-19Вебинар основан на богатом практическом опыте SAS в области создания Аналитических Антифрод-систем для российских и международных страховых компаний.
- Article Спасти жизнь в период пандемии, оптимизируя медицинские ресурсыCleveland Clinic внедряет аналитику для борьбы с COVID-19, создавая инновационные модели, которые помогают прогнозировать количество пациентов, коек, доступность медицинского оборудования и многое другое.
- Article Will health care be fundamentally changed post-COVID-19?Many market forces are supporting the transformation to virtual digital health programs -- the COVID-19 pandemic is just the latest compelling event.
- Article 5 способов измерить здоровье улья с помощью аналитики и потоковых данныхТакой аналитический подход к пониманию здоровья пчелиных ульев может автоматически предупреждать пчеловодов об изменениях в весе улья, температуре, летной активности и многом другом.
- Article Почему аналитическая совместимость важна в здравоохранении?Поскольку облачные технологии теперь более доступны для индустрии здравоохранения, никогда еще не было лучшего времени для взаимодействия во всех аспектах медицинской помощи.
- Customer Story Бразилия борется со страховым мошенничеством с помощью ИИ и аналитики.CNSeg полагается на SAS, чтобы препятствовать мошенникам, и повышает точность оповещения на 67%
- Article Визуализация данных для отслеживания распространения коронавирусаSAS считает, что в такое нестабильное время очень важно иметь надежные источники информации о вирусе. Поэтому SAS создал отчет, который отображает состояние, местоположение, распространение и анализ тенденций развития коронавируса.
- Customer Story Решения ритейлера создают привлекательные условия для клиентов с помощью data-driven маркетинга.Office Depot Europe стимулирует изменения, используя SAS Customer Intelligence 360 в качестве главного катализатора цифровой трансформации
- Customer Story Повышение качества психиатрической помощи с помощью предиктивной аналитикиКанадский центр наркологии и психического здоровья использует (CAMH) SAS® Analytics, чтоб улучшить качество обслуживания и оптимизировать работу больницы.
- Article Действовать как лидер рынкаЧто такие компании, как Netflix, Airbnb, Spotify и LYFT знают об аналитике, чего не знаете вы? Узнайте, как стать технологически и аналитически зрелыми, как и они.
- Customer Story Revolutionizing marketing campaigns with AIAlliant relies on machine learning to create qualified marketing audiences for its clients.
- Article Прохождение «последней мили» аналитики в три шагаВнедрение аналитических моделей в производство может быть самой сложной частью аналитического пути. Неудивительно, что эта последняя миля аналитики - внедрение моделей в развертывание - является самой сложной частью инициатив в рамках цифровой трансформации, которую должны освоить компании, потому что она считается наиболее важной.
- Article Как прошел хакатон SAS и «Утконос ОНЛАЙН» SAS Data Hack PlatypusКрупнейший игрок e-grocery, лидер рынка аналитики и факультет компьютерных наук НИУ ВШЭ провели открытый конкурс на лучшую прогнозную модель.
- Customer Story Уменьшение внутрибольничных инфекций с помощью искусственного интеллекта Больницы в регионе Южной Дании стремятся повысить безопасность пациентов, используя аналитические решения и искусственный интеллект SAS.
- Article The transformational power of evidence-based decision making in health policyState health agencies are under pressure to deliver better health outcomes while minimizing costs. Read how data and analytics are being used to confront our biggest health care challenges head on.
- Article Operationalizing analytics: 4 ways banks are conquering the infamous ‘last mile’Here are four examples across the banking industry that show how these leading organizations followed a clearly defined path to conquer the infamous 'last mile' of analytics.
- Article ModelOps: непрерывное управление жизненным циклом моделиModelOps – методика бесперебойной интеграции аналитических моделей в бизнес, когда модели, созданные командой аналитиков, реализуются в ИТ окружении компании в условиях внесения регулярных изменений и обновлений.
- Article Как использовать ИИ для выявления ракаНедавно мне предоставили удивительную возможность поработать над проектом в области биомедицинской аналитики изображений в сотрудничестве с крупным университетским медицинским центром. Целью проекта была разработка системы компьютерного зрения, которая будет выявлять опухоли при компьютерной томографии печени.
- Article Использование глубокого обучения для сегментации опухоли в медицинских изображенияхЭто второй пост в моей серии о проекте компьютерного зрения, над которым я работала в SAS. В моем предыдущем посте я рассказала о своем первоначальном исследовании и переживаниях по поводу проекта. В этой статье я расскажу, как доработала цели и начала работу над проектом по сегментации опухолей печени в 3D КТ-сканировании.
- Article Построение передней части пайплайна компьютерного зренияЭто третий пост, описывающий проект компьютерного зрения, над которым я работала в SAS для выявления опухолей печени при КТ-сканировании. Сегодня я расскажу об обработке данных для данных изображений.
- Article Доработка модели глубокого обучения для обнаружения объектовЭто четвертый пост в моей серии публикаций о проекте компьютерного зрения, над которым я работала, чтобы идентифицировать опухоли печени при КТ-сканировании.
- Article Демо глубокого обучения для обнаружения опухолей печени при КТ-сканированииЭто пятый и последний пост в моей серии постов о модели глубокого обучения, которую я разработала для обнаружения опухолей в 3D КТ-сканировании печени. Эта статья посвящена точности модели и финальной демонстрации проекта.
- Article Как строится сотрудничество между НИУ ВШЭ и SAS РоссияВ рамках SAS Forum Russia 2019 обсуждалось взаимодействие между университетом и бизнесом, а также подготовка наиболее сильных и подходящих для рынка кадров на панельной дискуссии в секции «Мост между бизнесом и университетами: Академическая программа SAS».
- Article День стажера 2019В середине апреля состоялся второй День стажера в истории SAS Россия. На мероприятие были приглашены ребята, которые успешно справились со всеми этапами отбора и уже приступили к стажировке в компании. Цель встречи – рассказать о структуре компании и её целях для расширения кругозора в аспекте SAS, а также понимания личных перспектив роста. Более того, День стажера – это возможность узнать своих коллег поближе.
- Customer Story SciensanoПовторное использование высококачественных исследовательских данных по всему миру
- Article Гуманность в искусственном интеллектеЧто происходит, когда искусственный интеллект и люди работают вместе во имя решения глобальных проблем?
- Customer Story Artificial intelligence and IoT analytics keep aircraft operational for crucial missionsLockheed Martin revolutionizes aircraft maintenance with the SAS Platform.
- Customer Story Достижения в области здравоохранения, основанные на анализе ДНКВ генетическом исследовании на уровне сообществ для улучшения здоровья населения штата Невада используются машинное обучение SAS и искусственный интеллект.
- Article Монетизация данных в эпоху цифровой трансформации: роль и задачи ИТЦифровая трансформация стала основной темой обсуждений на недавней 22 ой конференции «ИТ в страховании». Участники сошлись во мнении, что внедрение и применение аналитических технологий для монетизации данных уже стало обязательным условием для качественных преобразований в отрасли.
- E-Book 5 Steps to Accelerate Value From Your Industrial IoT Data This e-book features five steps industrial leaders can follow to get more value from IIoT data. It describes how to craft a comprehensive IIoT strategy, what to look for in an edge-to-enterprise analytics solution, and how to evaluate IIoT solutions.
- Article Бизнес-коуч Яна Лейкина по приглашению SAS провела лекцию на тему построения коммуникаций на ФКН ВШЭУже полгода работает кафедра SAS, где преподают не только технологические дисциплины, но и развивают soft-skills – надпрофессиональные навыки, которые помогают в работе.
- Article Студенты Высшей Школы Экономики в офис SAS25 февраля студенты с факультета компьютерных наук посетили SAS. Наши эксперты рассказывали о компании, аналитике, задавали вопросы с подвохом, на которые ребята быстро, а, главное, правильно отвечали.
- Article Чат-боты: что это такое?Чат-бот – это форма разговорного искусственного интеллекта, предназначенная для упрощения взаимодействия человека с компьютерами. Используя чат-ботов, компьютеры могут понимать и реагировать на приход человека через устную или письменную речь.
- Customer Story Поиск лучших клиентов с помощью аналитикиSeacoast Bank enhances customer value using AI and SAS Visual Analytics on SAS Viya.
- Customer Story University aces data strategy to retain more studentsBetter student outcomes, million-dollar savings just the beginning for the University of North Texas.
- Customer Story Improving loss ratios and profitabilityTriad Analytic Solutions helps insurers benefit from advanced analytics.
- Article Инновационные технологии с помощью Интернета вещей и искусственного интеллектаКто знал, что анализуя данные Интернета вещей можно найти лучший способ пробурить скважину? Или найти более быстрый способ остановить мошенничество в сфере здравоохранения?
- Customer Story Electric co-op forecasts demand and transmission needs NOVEC, a regional electricity cooperative, relies on SAS to forecast demand for power as well as for future infrastructure needs.
- Customer Story Making faster, better lending decisionsLocal Government Federal Credit Union sees efficiency gains with SAS.
- Customer Story Identifying potential trouble spotsFlorida DOC turns to SAS Analytics to help improve citizen safety.
- Customer Story Advanced analytics can detect and prevent insurance fraud before losses occur | SAS
- Технический документ The Artificial Intelligence of Things We’re living in a world that has more connected devices than humans. See how AI amplifies the value and potential of this fast-growing Internet of Things.
- Customer Story IoT-данные с искусственным интеллектом сокращают время простоя, помогают дальнобойщикам продолжать грузоперевозкиVolvo Trucks и Mack Trucks используют данные датчиков и решения SAS на основе ИИ для минимизации незапланированных простоев.
- Article Пять технологий искусственного интеллектаОт машинного обучения до компьютерного зрения. Эти технологии подпитывают всеобщее помешательство на ИИ.
- Customer Story Zeroing in on property values with machine learningArtificial intelligence improves assessment accuracy and productivity in Wake County.
- Article IoT in healthcare: Unlocking true, value-based careGiven the potential of IoT – and the challenges of already overburdened healthcare systems around the world – we can’t afford not to integrate IoT in healthcare.
- Customer Story Digital retailer bags record sales with analyticsShop Direct delivers award-winning, personalized customer experiences with SAS.
- Customer Story Building supplier nails inventory managementTravis Perkins uses supply chain analytics from SAS to optimize inventory across its 2,000 stores.
- Аналитический отчет Top Strategic IoT Trends and Technologies Through 2023In this report, Gartner examines 10 longer-term IoT technologies and trends that will be important in the 2018 through 2023 time frame.
- Article Экскурсия студентов факультета математики ВШЭ в офис SASРепортаж с экскурсии студентов факультета математики ВШЭ в российский офис и инновационный центр SAS.
- Article Аналитика как инструмент для борьбы с зависимостью от рецептурных сильнодействующих препаратов и незаконно приобретенных наркотических веществШтаты и подразделения Medicaid, осуществляющие мошеннический контроль, теперь имеют аналитические инструменты, необходимые для изменения траектории кризиса опиоидов путем анализа данных и прогнозирования проблемных точек - будь то у пациентов, врачей, дистрибьюторов или производителей. Инструментарий от УГИ с бесплатным программным кодом SAS® делает это возможным.
- Article Страхование имущества – пути развития ритейлаКакие тренды определяют сегодня развитие рынка страхования имущества физических лиц? Как на его динамике отразится новый закон о страховании жилья от чрезвычайных ситуаций? Каковы планы Вашей компании в этом сегменте?
- Технический документ The 3 R’s of AI Adoption: Refactor, Reinvent, ReimagineLearn how organizations are using AI to refactor, reimage and reinvent business as usual. Understand the relative impacts on business process, analytics and data practices, and DevOps at each level of adoption.
- Article Гид: алгоритмы машинного обучения и их типыТермины «Машинное обучение» и «Искусственный интеллект» часто путают между собой. На самом деле, машинное обучение входит в область искусственного интеллекта. Ещё машинное обучение порой путают с прогнозной аналитикой (или предсказательным моделированием).
- E-Book Your data scientist hiring guideThis ebook provides a brief guide for data scientist hiring. It offers 20 interview questions, 3 data scientist profiles and tips on building a data science program. The book provides a call-to-action to the data scientist primer page.
- Технический документ The Machine Learning LandscapeThis paper, for novice and intermediate data scientists, talks about the four widely recognized machine learning styles and their common uses, data and modeling methodologies, and popular algorithms for solving machine learning problems.
- 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?
- 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.
- 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.
- 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.
- 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.
- Технический документ What Management Must Know About ForecastingExplore why forecasts are often wrong and learn about ways to improve them.
- 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.
- 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.
- Article Машинное обучение и искусственный интеллект в дивном новом миреКак взаимодействует человек и машина в дивном новом мире с ИИ?
- 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.
- 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.
- 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.
- 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.
- 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.
- Article Агробизнес и современные технологииКак можно повысить эффективность бизнес-процессов, начиная с производства и заканчивая хранением и сбытом, с помощью информационных технологий?
- 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.
- 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.
- 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.
- 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.
- Article Аналитика SAS поможет страховым компаниямКак применять углубленную аналитику и машинное обучение в медицинском страховании?
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Article Как API-интерфейсы изменят роль специалистов по data science?Интерфейсы прикладного программирования, или API-интерфейсы, способны коренным образом изменить лицо аналитики.
- 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.
- 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.
- 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
- 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.
- 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.
- 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.
- Customer Story Оптимизация автобусных маршрутов помогает сократить расходы школBoston Public Schools uses SAS Analytics to consolidate stops, improve student experience and save money.
- 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.
- E-Book Storytelling in Business: The plot, the players and the path to dynamic customer engagementTake an interactive look at how a newly appointed Customer Experience Manager (CEM) navigates his quest to create an omnichannel experience. This ebook walks through steps for building a team focused on a common goal and creation of a customer journey map. You’ll see how the CEM learns about the power of story as a communication tool to share the progress and success of the omnichannel project. It includes an interactive checklist you can use to see how storytelling is working for you.
- 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.
- Технический документ Advanced Analytics: Moving Toward AI, Machine Learning, and Natural Language Processingadvanced analytics, artificial intelligence, machine learning, natural language processing
- Article Искусственный интеллект, машинное обучение, глубокое обучение, и что все это значитПонимание технологий искусственного интеллекта и того, как они ведут к созданию умных приложений
- Технический документ Accelerating the Path to Value with Business Intelligence and AnalyticsBI and Analytics Accelerating Value
- 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.
- E-Book The Mechanics of StorytellingAnalogies are a powerful tool that can help an audience grasp complex ideas. This ebook uses the technique by comparing a mechanic’s journey to a storyteller’s assembly process defined by the acronym, “PARTS”: people, analytics, requirements, tools and success factors.
- 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.
- 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.
- 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.
- Article Машинное обучение для чайников (и не только)10 советов для тех, кто хочет преуспеть в области машинного обучения
- 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.
- 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.
- 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.
- Article Искусственный интеллект: где реальность, а где хайп?Мы живем в потрясающее время. Характер нашего взаимодействия с машинами, объектами и вещами стремительно меняется.
- Article Что такое многоканальная аналитика?Умные ритейлеры понимают, что сегодня для успешного бизнеса одного лишь маркетинга уже недостаточно
- 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.
- 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.
- 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.
- Технический документ TDWI Navigator Report: Predictive AnalyticsPredictive Analytics
- Interview Геолокационная аналитика: почему ответ на вопрос «где» выводит бизнес-аналитику на новый уровеньАнализ местоположения позволяет учитывать географические данные в бизнес-аналитике (BI), чтобы находить взаимосвязи между людьми, событиями, транзакциями, объектами и активами.
- E-Book Enrich Your Data With Location AnalyticsLocation is more than a point on a map. It is a pathway to growth and better service. Matching up location information with big and little data can revolutionize business practices. Learn more in this e-book.
- 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.
- 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.
- 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.
- 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.
- 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.
- Article Разработка с полной отдачей: четыре новые технологии, которые определяют будущее SASЧетыре примера внедрения новых технологий и серьезных изменений в SAS.
- Article Многовариантное тестирование: делайте больше за меньшее времяМноговариантное тестирование (MVT) — еще один «помощник в принятии решений», доступный в SAS® Customer Intelligence 360.
- 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?
- Технический документ Building a Foundation for HR Analytics Valuable insight into what it takes to build HR analytic competency from scratch.
- 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.
- 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.
- 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
- 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.
- Технический документ Field Experience in Embedded AnalyticsA discussion summary from International Institute for Analytics
- Технический документ Rethinking Enterprise BI to Fit a Self-Service WorldSelf-service enterprise BI best practices
- 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.
- 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.
- Article Может ли обмен данными излечить рак?Совместная работа аналитиков помогает найти ответы, скрытые в данных клинических исследований.
- 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.
- 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.
- 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.
- 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.
- Технический документ Approachable Analytics With SAS® Web Solutions See how SAS Web solutions enable rapid prototyping of new analytic solutions.
- Технический документ Leadership and Big Data InnovationA Harvard Business Review Key Learning Summary
- Article Учимся искусству аналитического сторителлингаУмение рассказать хорошую историю было и неизменно остается талантом, способным влиять на людей. Истории запоминаются, взывают к нашим эмоциям и вдохновляют на поступки.
- Технический документ BI, Analytics, and the Cloud: Strategies for Business AgilityCloud BI and analytics
- 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
- 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.
- 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).
- 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.
- 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.
- 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.
- 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.
- 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
- 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.
- 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.
- 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.
- Article Analytics for prescription drug monitoring: How to better identify opioid abusePrescription 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.
- 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.
- 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.
- Технический документ TDWI Checklist Report: Gaining Business Value from Governed Analytics and Discoverydata governance
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Технический документ Beyond the Hype: The Hard Work Behind Analytics SuccessWhy competitive advantage from analytics is declining and what to do about it
- 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.
- 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.
- Технический документ Operationalizing and Embedding Analytics for ActionOperationalizing and Embedding Analytics
- 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.
- 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 weekly customers.
- 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.
- 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.
- 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.
- Interview Using data to control unruly hotel pricingKelly McGuire of SAS has packaged everything hoteliers need to optimize pricing and maximize revenue into one neat book.
- 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.
- 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.
- 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.
- 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.
- 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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- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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»
- Article 9 questions on in-memory analyticsWith in-memory analytics, data is stored on the disk but read into memory for faster analytical processing. What does this mean for your business? And how can you benefit? Find out the answers to these and other questions.
- 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.
- Article Empty shelves: The retail analytical talent deficitIf you already have an analytics team, you know how hard it is to attract and retain top talent. If you're trying to build a team, here are some ways to find (and keep) the analytical experts you need.
- 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.
- 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.
- 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.
- Article Three reasons reporting and analytics projects fail and how to avoid the pitfallsLearn how to deal with three potential risk areas before you dive into a reporting and analytics project.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Article 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.
- 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.
- 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.
- Article Как визуализация данных помогает в борьбе с преступностьюПравоохранительные органы по всему миру все больше используют технологии визуализации данных. Так, в Северной Америке полицейские активно работают с системами видеонаблюдения, которые в реальном времени собирают сводки о преступлениях, сведения о дорожной ситуации, геопространственные, метеорологические и другие данные. Решения принимаются на основе достоверных и надежных сведений, что позволяет своевременно выделять необходимые ресурсы для результативного вмешательства и предупреждения преступлений. Визуализация данных открывает широкие возможности. Воспользуйтесь ими и вы!
- Article Components of an information management strategyBefore starting a data management strategy for your business, you need to understand each component. Data expert David Loshin breaks them down.
- Article 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.
- 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.
- Article 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.
- 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.
- 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.
- Технический документ From Value to Vision: Reimagining the Possible with Data Analytics
- 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.
- 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.
- 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
- Технический документ What is the best path forward?Mathematical optimization finds the best courses of action through multiple variables and conflicting constraints.
- Технический документ Using Agriculture Analytics to Improve Field TrialsCutting-edge research and development firms can operationalize streaming weather data, multidimensional observations and volumes of drone-collected data. But most product developers struggle to capture a fraction of their data’s value.
- 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.
- Технический документ Four Elements of Sustainability AnalyticsDirectors at consumer-packaged goods manufacturers who embrace sustainability grow their revenue while improving lives and environmental outcomes.
- 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.
- 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.
- 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.
- 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.
- Технический документ TDWI Checklist Report Six Best Practices to Ignite the Customer Experience with IoTcustomer data, IoT
- 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.
- Технический документ 4Rs of Digital Farming: How SAS Is Advancing Precision AgricultureGrowers and agronomists aiming for higher production, greater profitability, more effective conservation or improved sustainability lean on “4R” nutrient stewardship (right source, right rate, right time and right place). The same 4R principles should apply to precision agriculture.
- Технический документ Combining Robotic Process Automation and Machine LearningLearn how you can make robotic process automation smart by adding machine learning to it.
- E-Book Integrating data. Enhancing decisions. Improving lives. Find out how cloud-based analytics and AI is transforming health care.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Технический документ TDWI Best Practices Report | Faster Insights from Faster Dataresearch report on improving speed to insight
- Технический документ TDWI Checklist Report Analytics for Everyone: Seven Tips for Promoting Analytics AdoptionChecklist Report on democratizing analytics
- 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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- Вебинар Building and Maintaining Data Science TalentHear diverse perspectives on how to address the data science skills shortage through talent development programs, partnerships with academic institutions and more.
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