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This online course teaches how to to create machine learning algorithms in Python and R.

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

This online course gives a short introduction to machine learning and data science for everyone.

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

This online course program explores the programming fundamentals required for data science, including R, SQL, Command Line, and Git.

This MOOC teaches about probability distribution models, including normal distribution, and continuous random variables to prepare participants for a career in information and...

This online course series gives learners an introduction to Data Science and practical applications of the MATLAB software.

This online course gives an introduction to Excel for data analysis. It includes cleaning and preparing data, automating data analysis, and transforming, linking, and...

This course teaches how to transform information from a format efficient for computation into a format efficient for human perception, cognition, and communication and explores...

This online course teaches Python and covers web, databases, web scraping, data science, web visualizations, image processing and more.

This online course program gives an introduction to relational databases. It includes database design, database software fundamentals, how to use the Structured Query Language...

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

This course gives a broad overview of the field of graph analytics to learn new ways to model, store, retrieve and analyze graph-structured data.

The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...

This online course explores advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include...

This online course teaches how to apply computational thinking in data science.

Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course...

This online course series prepares learners to use the IBM AI Enterprise Workflow that enables data scientists to build AI solutions, starting with business priorities and...

This is a focused course designed to rapidly get participants up to speed on doing data science in real life. It includes eg. describing possible pitfalls when pulling /...

This online course gives an introduction to the fundamentals of SQL and teaches how to work with data. No prior SQL experience needed.