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In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.

This course introduces techniques for visualizing relationships in data and systematic techniques for understanding the relationships using mathematics.

This online Java course provides additional advanced topics about Java programming elements and data abstraction.

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...

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

This online course gives an introduction to the key concepts and functions that form the basis for layered architecture in computer networks.

This course will show the basics of Cascading Style Sheets (CSS3). The emphasis will be on learning how to write CSS rules, how to test code, and how to establish good...

This online course helps to learn and practice several techniques for user interface evaluation.

This course teaches how to use tools from the Bioconductor project to perform analysis of genomic data. This is the fifth course in the Genomic Big Data Specialization from...

This online course gives an in-depth primer on OpenStack, the leading cloud computing platform.

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

This course will teach students the design and analysis of A/B tests, also known as split tests, which are online experiments used to test potential improvements to a website or...

This online course gives an introduction to the field of embedded systems design.

This online video lecture series gives an introduction to Computer Science, Internet technology and the basics of computer hardware (CS105 class at Stanford University). The...

This online course teaches how to write high-quality code that runs correctly and efficiently.  Students will design, code and validate programs and learn how to compare...

This online lecture gives an introduction to cooperation systems related to digital computer systems.

This online course shows the fundamental concepts of distributed programming in the context of Java 8.

By the end of this class students will understand key concepts needed to devise new algorithms for graphs and other important data structures and to evaluate the efficiency of...

In this course, students will learn the fundamentals of responsive web design with Google’s Pete LePage! Participants will create their own responsive web page that works well...

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...