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This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

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

This online course explores advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. Topics covered include...

This course teaches how to identify the right statistical test for the questions asked - apply and carry out hypothesis tests - generalize the results from samples to larger...

This online course gives an introduction to cybersecurity for the cloud, applying various security techniques to today’s cloud security problems.

How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...

This online course gives an introduction to the fundamentals of SQL and teaches how to work with data. No prior SQL experience needed.

This series of MOOCs covers all the fundamental techniques in recommender systems, from non-personalized and project-association recommenders through content-based and...

This course introduces the design and implementation of Android applications for mobile devices. Students will build upon concepts from the prior course, including handling...

This series of online courses explores potential threats to enterprise computer systems and how to practically defend against those threats.

This course covers practical techniques to elicit and express software requirements from client interactions.

In this course students will learn how to apply concepts from interaction design and human computer interaction in order to design and build an interactive, professional looking...

This online course series discusses intermediate-level concepts of cryptography. It includes the security of information systems, information entropy, classical cryptographic...

This course teaches the principles of video and audio codecs used for media content in iTunes, Google Play, YouTube, Netflix, etc. Students will learn the file formats and...

This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

This course will expand upon the basic knowledge of CSS3 to include topics such as wireframes, fluid design, media queries, and the use of existing styling paradigms such as...

This class will cover an introduction to command line tools for managing genomic data. It will start with basic Unix commands for managing files and directories, followed by a...

This online course gives an initial introduction to fundamental blockchain concepts for beginners. It also discusses popular uses such as cryptofinance.

This course teaches how to make iOS apps so that they can securely interact with web services and receive push notifications. Students will learn how to store data securely on a...

In this course students will learn how VoIP systems like Skype work and implement their own app for voice calls and text messages. They will start by using the Session...