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This online course explores data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search,...

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

This online course teaches the essential ideas of Computer Science for beginners with no prior experience.

In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...

This online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...

This course teaches how to model social and economic networks and their impact on human behavior. How do networks form, why do they exhibit certain patterns, and how does their...

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 online course discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.

This online course (MOOC) gives an introduction to Game Theory. The course covers the basic concepts, such as representing games and strategies, the extensive form (game trees),...

This online course discusses advanced concepts of Game Theory.The course includes social choice theory (i.e., collective decision making), mechanism design, and auctions. (Note:...

In this introductory, self-paced course, students will learn multiple theories of organizational behavior and apply them to actual cases of organizational change.

This course is a basic introduction to Logic. It shows how to formalize information in form of logical sentences. It shows how to reason systematically with this information to...

This series of MOOCs gives an introduction to algorithms.

This online course (MOOC) provides an overview of women's health and human rights.

This online course gives an introduction to a variety of infectious diseases using a patient-centered, story-based approach. It includes various bacterial and viral infections.

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

This course is a continuation of Crypto I and explains the inner workings of public-key systems and cryptographic protocols. Students will learn how to reason about the security...

This online course explores the political, social, cultural, economic, institutional, and international factors that foster and obstruct the development and consolidation of...

This online course explores topics such as asymptotic notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and...

This online course explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...