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

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

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

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 course intends to teach givers of all ages, backgrounds, incomes and experiences to give more effectively and will teach how to assess nonprofits, create a high-impact...

This online course (MOOC) teaches how to think like a mathematician. The course is not about traditional mathematical content, but rather about a certain way of thinking to...

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:...

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

This online course gives an introduction to the concept of love and explores the idea of love as a force for social justice.

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

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 online course teaches scientific writing. It includes topics such as the format of a scientific manuscript, peer review, grant writing, and ethical issues in scientific...

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 (MOOC) gives an introduction to the special theory of relativity. The course aims to enable anyone willing to put in some time and effort to understand the...

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

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 series of MOOCs gives an introduction to algorithms.