Data Science Resource Hub
Browse videos, articles and other learning materials to supplement the SAS® Academy for Data Science.
THE DATA SCIENTIST
LEARNING
JOURNEY
This webinar series is designed for individuals thinking about enhancing their data science skills using SAS® or looking to enter the field of data science.
- On-Demand Webinar The Data Scientist Learning Journey: How ModelOps Fits Into the Big PictureThis webinar series is designed for individuals who want to elevate their data science skills using SAS® and keep pace with the most innovative technology.
- On-Demand Webinar The Data Scientist Learning Journey: Tree-Based Machine Learning Models – A Discussion and Useful TipsThis webinar series is designed for individuals who want to elevate their data science skills using SAS® and keep pace with the most innovative technology.
- On-Demand Webinar The Data Scientist Learning Journey: A Year in ReviewThis webinar series is designed for individuals thinking about enhancing their data science skills using SAS® or looking to enter the field of data science.
- On-Demand Webinar The Data Scientist Learning Journey: Nailing the InterviewBefore your interview, learn common pitfalls as well as tips and tricks for landing a data scientist job.
- On-Demand Webinar The Data Scientist Learning Journey: What I Wish I’d Known on My Way to Becoming a Data Scientist What does day-to-day life look like for a data scientist? Hear real-life experiences from someone on the job.
- On-Demand Webinar The Data Scientist Learning Journey: Data Storytelling Develop the essential skill of data storytelling on your path to becoming an indispensable data scientist.
- On-Demand Webinar The Data Scientist Learning Journey: AI and Machine LearningLearn how SAS can help you build AI and machine learning skills to prepare for a career in data science.
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- Choose a resource type
- Tutorials
- Webinar
- SAS Tutorial How to get certified in AI and Machine Learning with SASCat Truxillo explains how to get certified in AI and Machine Learning with SAS.
- SAS Tutorial Machine Learning FundamentalsAri Zitin explores decision tree and neural network models, then shows examples of machine learning tasks.
- SAS Tutorial Three Secrets for Boosting Machine Learning ModelsLearn tips for feature engineering, innovative sources of data and profit-driven machine learning models.
- SAS Tutorial Online SAS Training Course ResourcesAnna Rakers introduces you to SAS training course resources to help you learn SAS and achieve your goals.
- SAS Tutorial Interpreting Machine Learning Models in SASSAS expert Ari Zitin shows you how to interpret machine learning models in SAS.
- SAS Tutorial Python Integration with SAS ViyaAri Zitin explains Python integration with SAS, including SAS Viya Cloud Analytic Services.
- SAS Tutorial Executing Open Source Code in Machine Learning PipelinesLearn how to execute open source code in SAS Visual Data Mining & Machine Learning pipelines.
- SAS Tutorial Machine Learning: A Coding Example in SASChrista Cody shows how to create machine learning models using SAS Viya in this tutorial.
- Expert Review How to Master Your Data Scientists Skills?See what CEO and Principal Analyst of Intelligent World, Ronald van Loon, has to say about the SAS Academy for Data Science.
- On-Demand Webinar Data Science and the Art of PersuasionData scientists are trained to ask smart questions, wrangle data and uncover insights – but not to communicate what those insights mean for the business. Here’s how to fix it.
- On-Demand Webinar Automated ModelOps Life Cycle ManagementLearn how to improve model management and workflow management by ensuring that your tools, processes and environments are as efficient as they can be.
- On-Demand Webinar How to Automate Modeling, Deployment and Governance at Scale With SASLearn how SAS® Viya® automates data preparation, feature engineering, algorithm matching, model training and more.
- On-Demand Webinar Beyond Grid and Random Search: Tuning Deep Learning Pipelines With Genetic AlgorithmsExpand access to the essential black-box optimization technique and the range of its potential applications.
- On-Demand Webinar How Can SAS Make Me a Premier Data Scientist?Join seasoned data scientists as they discuss lessons they've learned and skills they've perfected.
- On-Demand Webinar Using SAS APIsDiscover how you can integrate SAS capabilities into your business processes or extend and customize Viya to meet specific requirements.
- On-Demand Webinar Machine Learning Models in SAS Event Stream Processing Discover how to use machine learning and streaming analytics to uncover insights and make real-time decisions.
- On-Demand Webinar Using SAS With Git: Bring a DevOps Mindset to Your SAS CodeLearn how to add source control, code collaboration and continuous integration and deployment to your SAS processes
- On-Demand Webinar SAS Visual Data Mining and Machine Learning: Getting StartedNew users will learn what SAS Visual Data Mining and Machine Learning is, and what it can do.
- On-Demand Webinar SAS Certified Professional: AI & Machine LearningGet tips on AI technologies, from computer vision to forecasting and optimization.
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- Choose a resource type
- Analyst Report
- Blog Post
- Article
- Analyst Report Gartner positions SAS as a Leader in the Magic Quadrant for Data Science and Machine Learning Platforms, Q1 2021Gartner positions SAS as a Leader in the Magic Quadrant for Data Science and Machine Learning Platforms for the eighth consecutive year.
- Blog Post A Data Scientist Finds Her Way in a World of DataMelissa Torgbi explains how she became a data scientist, and offers tips for anyone who wants to follow a similar path.
- Blog Post The Data Science Context of Lifelong LearningLearn why it's important for data scientists to keep their skills up to date, as well as strategies for training and collaborating.
- Blog Post Statistical Breakthroughs: Strolling Down Memory LaneRandy Tobias, from our Scientific Computing team, discusses his experience as a statistical programmer, mentor and leader.
- Blog Post Discovery Techniques for Enhancing Your Natural Language ProcessThis post is part two of a series on natural language processing. It covers tips for discovery and text analytics discovery techniques.
- Article A Data Scientist’s Views on Data LiteracyKirk Borne discusses data literacy – what it is, why it’s important in our lives and how you can live a better life by being more data literate.
- Blog Post Six Questions About the Future of AIWhat does the AI enterprise of the future look like? This post discusses model interpretability, machine learning and more.
- Article Getting Practical About AI with Kirk BorneDiscover practical AI applications in use today, as well as tips on how to deploy AI for data scientists and nontechnical users.
- Article Watch These Videos If You're Considering a Career in Data ScienceWherever you are in the process of discerning data science's possibilities, this series of short video interviews may help you.
- Blog Post Why data scientists should be looking at analyst evaluationsUnpack four key analyst reports that should be on the reading list of data scientists and AI/Analytics leaders.
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- White Paper
- Brochure
- Books
- E-Book Text Analytics with SAS®: Special CollectionA selection of customer contributions that introduce investigating and analyzing text and operationalize decisioning.
- E-Book Machine Learning with SAS®: Special CollectionA collection of papers which demonstrate how cutting-edge machine learning techniques can benefit your data analysis.
- E-Book Discovering Data Science with SAS®Wayne Thompson defines data science as a broad field that entails applying domain knowledge and machine learning to extract insights from complex and often dark data.
- E-Book Artificial Intelligence with SAS®: Special CollectionA handful of groundbreaking papers which illustrate how SAS is adding capabilities to our tools and solutions that help customers build their own AI solutions; and examples of AI solutions using our tools.
- What Makes a Data Scientist Great? 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.
- Advanced Analytics: Moving Toward AI, Machine Learning, and Natural Language Processing Advanced Analytics: Moving Toward AI, Machine Learning, and Natural Language Processingadvanced analytics, artificial intelligence, machine learning, natural language processing
Explore More of the Academy
The SAS Academy for Data Science offers several programs to help build your analytics career. Find one that's right for you.
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