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In this course, participants will see how the data parallel paradigm can be extended to the distributed case, using Spark throughout. The course will cover Spark's programming...

This course will provide an overview of many concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering.

This online course teaches powerful data abstraction and decomposition techniques to build large, complex programs.

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...

In this course students will learn three key website programming and design languages: HTML, CSS and JavaScript and will create a web page using basic elements to control layout...

This online course teaches how to make mini virtual reality games for mobile in Unity 3D.

This online course explores the fundamentals of computing in Python, including variables, operators, and writing and debugging programs.

This MOOC teaches fundamentals of probabilistic analysis and inference. Participants of the course will build computer programs that reason with uncertainty and make...

This online course explores cloud computing technologies and how they can increase business productivity and effectiveness.

This online course gives an introduction to the basic structure of a web application. It explores how a web browser interacts with a web server and the request/response cycle....

This online course covers the fundamentals of Google Cloud Platform.

This series of online courses explains the role of testing in web development. Participants will build a testing suite for a full-stack web application.

This online course explores how the games industry can use big data to enhance the gaming experience and increase profits.

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 Excel for beginners.

This course teaches how to program in C++, which is a language well-respected for its flexibility and low-level functionality. It is used in the development of operating...

This course represents an introduction to how computing can be used to solve real-world problems while encouraging student computational creativity. (part 1)

Statistical inference is the process of drawing conclusions about populations or scientific truths from data. There are many modes of performing inference including statistical...

This online course gives an introduction to programming using the language "R", a popular language for statistical computing and graphics in data science and other domains.

Through this course, students will learn how to optimize any website for speed by diving into the details of how mobile and desktop browsers render pages. Participants will...