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

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

This online course program explores health informatics applications through a series of individual online courses. Topics include the technical context, measuring outcomes, and...

This online course teaches how to use NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more.

This online course program gives an introduction to clinical data science. It uses statistics and programming to provide examples of specific challenges, tools, and...

This online course explores programming in R and R Studio as well as key concepts of data analytics, data science, statistical analysis and GGPlot2.

This course takes students from data novice to data analyst in just four project-based courses. They will learn to apply basic data science tools and techniques, including data...

This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.

This online course teaches data visualization through Tableau 10 and how to discover data patterns such as customer purchase behavior, sales trends, or production bottlenecks.

This series of online courses explores algorithmic techniques for solving problems arising in computer science applications. It includes a deeper understanding of algorithms by...

This online course teaches about comprehensive data mining and machine learning with Python and Spark.

This online course program shows how to build real-time applications to process big data at scale. It includes modern data engineering tools, such as Apache Spark, Kafka, Spark...

This course covers the concepts and tools to understand, analyze, and interpret data from next generation sequencing experiments. It teaches the most common tools used in...

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

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 course teaches more than 20 hands-on examples of analyzing large data sets with Apache Spark, on your desktop or on Hadoop.

This online course teaches Data Science step by step through real analytics examples. It includes data mining, modeling, data visualization, and more.

This online course teaches data science and analytics with R.

This series of MOOCs covers R software development for building data science tools. It helps participants to learn modern software development practices to build tools that are...