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.
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- 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 Online SAS Training Course ResourcesAnna Rakers introduces you to SAS training course resources to help you learn SAS and achieve your goals.
- 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.
- 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 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 Machine Learning FundamentalsAri Zitin explores decision tree and neural network models, then shows examples of machine learning tasks.
- 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.
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- Analyst Report
- Blog Post
- Article
- 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 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.
- 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.
- 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.
- 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.
- 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 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.
- 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 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.
- The Evolution of Analytics 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.
- 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
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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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