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This is the continuation of Approximation algorithms, Part 1. Here participants will learn linear programming duality applied to the design of some approximation algorithms, and...

This two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...

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...

In this online course, participants write programs in Java to solve real­ world problems that are large enough to require multiple classes working together. Participants learn...

This online course gives an introduction to test-driven software development, including the core concepts and the types of testing. Some prior knowledge of the Python...

This course covers how to program in R and how to use R for effective data analysis. Students will learn how to install and configure software necessary for a statistical...

This online course explores the more advanced features of Kotlin that are required to build a robust, functional Android app.

This online course explores object-oriented analysis and design of software. Participants should have some programming experience in Java.

This MOOC explores "neurohacking", which describes how to use the R programming language to perform manipulation, processing, and analysis of neuroimaging data.

This course presents relevant theoretical and practical foundations for parallel programming. It includes crucial theoretical ideas such as semaphores and actors, the...

This course introduces the design and implementation of Android applications for mobile devices. Students will develop an app from scratch, assuming a basic knowledge of Java,...

This course is for experienced C programmers who want to program in C++. The examples and exercises require a basic understanding of algorithms and object-oriented software.

This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)

In this online course, participants will learn the basic foundations underpinning the design of modern multicore-based computers. In addition, they will learn how design...

This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...

In this course students will learn how to communicate business-relevant implications of data analyses. They will learn how to structure data analysis projects and how to...

This MOOC teaches formal methods to systematically develop correct, loop-based programs. The course presents a methodology that illustrates goal-oriented programming, starting...

This course is an introduction to the Swift programming language and will prepare students for more extensive iOS app development and build a foundation for advanced iOS...

This online course teaches the essentials of the Kotlin programming language.

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...