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This online course series gives a practical introduction to data mining using the Weka workbench.

This video lecture gives an introduction to the area of machine learning. Lecture slides are shown together with the lessons.

This online course explores the theory and practice of functional programming in Erlang, through practical exercises and suggested projects.

This series of video lectures explores various technologies involved in building distributed, data-intensive systems.

This online course gives an introduction to compilers (automatic translators for higher level programming languages).

In this computer science course, participants will learn the basics of programming in the Java language. This course includes a broad view of computer operation, the global...

This online course gives an introduction to enterprise computing systems. The course is designed for aspiring system administrators.

This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific...

This online course gives an overview of the essential concepts of blockchain technology, including Bitcoin and Ethereum.

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

This course focuses on technical, mobile and social strategies for increasing site traffic. Learn how to build SEO for international audiences through content localization,...

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...

This online course gives an introduction to Excel Visual Basic for Applications (VBA). The course includes the basic programming structures of VBA as well as the creation of...

The course starts by moving step by step through the fundamental layers of computing technology, from binary numbers to application software, and then covers advanced...

In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

In this course, students will learn standard methodologies for debugging software—especially for iOS applications. Additionally, they will understand how to use Xcode’s...

This online course explores how to apply the thinking and programming skills from Scratch to text-based programming languages like Python. The course is specifically designed...

This online course gives an introduction to data analysis. It includes basic concepts such as the data ecosystem and the fundamentals of data analysis.

This online course explores intermediate and advanced topics in computer science by building mobile apps with App Inventor for Android.