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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 course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

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 online course series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...

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 series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

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.