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This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

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

In this course students expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...

In this online course, participants will learn advanced concepts underpinning the design of today’s multicore-based computers. Additionally, they will learn how design decisions...

This online lecture covers major results and directions of research in data structure.

This course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This comprehensive series of online courses will teach you the technology of self-driving cars. The courses include elements from robotics, software development, machine...

This series of MOOCs explores the fundamentals of probabilistic graphical models.

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 program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This course covers intermediate topics in software development. It teaches object-oriented programming principles that will allow students to use Java to its full potential, and...

In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...

This online video lecture series discusses advanced topics related to algorithms in computer science.

In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...

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

This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This course covers modeling, analysis, and design of distributed control systems. Distributed control systems include large-scale physical systems, engineered multi-agent...