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This online course shows how to derive and solve a linear regression model, and apply it appropriately to data science problems.

This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...

This course teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language...

This online Java course provides additional advanced topics about Java programming elements and data abstraction.

This course covers the basics of creating data products using Shiny, R packages, and interactive graphics. The course will focus on the statistical fundamentals of creating a...

This series of online courses gives an introduction to data analysis and data science.Participants will be introduced to tools such as Excel, Tableau, and MySQL to analyze data,...

This series of online courses explores the fundamental building blocks of computer science, including programming, development, algorithms, and data structures. The program...

This online course shows learners how to optimize their interviewing skills for technical data science interviews.

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This online course explores the foundations of probability and its relationship to statistics and data science.

This online course series teaches the critical skills needed to become a data scientist. It includes the mathematical and computational tools that form the basis of data science...

This online course gives an introduction to the analysis of data gathered from the Internet of Things (IoT). It shows the analysis of data correlation, patterns, trends, and...

This online course series gives an introduction to modern methods in Investment Management, with a particular emphasis on the use of data science and machine learning techniques...

This online course program explores the methods modern computer science has to offer to the field of healthcare. Topics include health data analysis, different types of neural...

This online course gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

This online course teaches how to use the R programming language for data science and machine learning and data visualization.

This online course teaches how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.

This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This online course program teaches intermediate and advanced statistical modeling techniques for data science. In particular, learners will become proficient in the theory and...

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