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This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

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

In this course, students will learn how to design technologies that bring people joy, rather than frustration. You'll learn several techniques for rapidly prototyping and...

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).

This online course program gives an introduction to Machine Learning as a key concept of artificial intelligence (AI). It was designed to be accessible to both business-level...

This online course teaches how to study and pass the Microsoft 70-461 Exam and gain Certification for MCSA or MCSE.

This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application.

This series of online courses shows how to write parallel, concurrent and distributed programs. It is meant for learners with skills in sequential programming in Java.

This online course series teaches tools and analytical methods to use data for decision-making and collect and organise data at scale. It includes both the technical and...

This online course program gives an introduction to back-end development, including Python Syntax, Linux commands, Git, SQL, Version Control, Cloud Hosting, APIs, JSON, XML and...

This online course shows some advanced JavaScript aspects, which helps learners to perform in a technical interview.

This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.

This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

This online course teaches how to create motion graphics using After Effects.

This online lecture gives an introduction to Cyber-Physical Systems (CPS), combining cyber capabilities (computation and/or communication) with physical capabilities (motion or...

This online course teaches how to build apps for iOS. No prior knowledge required. The course uses Xcode and Swift 3. In approximately 30 hours of video lectures, this course...

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 how to build Android 7 apps for Google’s Nougat platform that will also work on older Android versions.

This series of online courses teaches how to apply design principles, patterns, and architectures to create reusable, flexible, and maintainable software applications and systems.

This online lecture gives an introduction to the architecture of supercomputers.