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This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...

The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...

This online course covers the fundamentals of parallel programming, from task parallelism to data parallelism. Participants will see how many familiar ideas from functional...

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

This course teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used to perform manually....

This online course teaches English for tech professionals. It covers topics such as tech jobs, startups, programming languages, the tech workplace, and job interview preparation.

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 online course gives an introduction to Swift, Apple's programming language for building iOS applications.

This online course gives an introduction to Unix for learners who are new to programming and new to Unix-like operating systems like macOS and Linux distributions like Ubuntu.

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

This MOOC teaches the concept of macroeconomic accounts, their interrelationships, and the analysis of economic developments.

This online lecture gives an introduction to the concept of Parallel Programming.

This online course explores how to design algorithms, solve computational problems and implement solutions efficiently. It includes practical applications such as sorting and...

This course will teach how to program in Scratch, an easy to use visual programming language. More importantly, it will introduce the fundamental principles of computing and it...

This online course teaches Python 3.

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...

This course is designed to teach web developers how to utilize the various object-oriented programming features within JavaScript, and more importantly, how to write reusable...

This course covers intermediate topics in software development. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

This online course aims to provide students with an understanding of the role computation can play in solving problems. It teaches how to solve problems with basic computer...