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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 program gives an introduction to machine learning and artificial intelligence in healthcare. It includes modules on the healthcare system, clinical data and...

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 gives an introduction to COVID-19 (SARS-CoV-2, corona virus) for physicians, nurses, and other healthcare professionals. Topics include symptoms and signs in...

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

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

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 (MOOC) gives participants the information and practical skills needed to optimize the way they eat. Included in the course are the following topics:Background...

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 (MOOC) explores gender identity and the gender spectrum by analyzing the real-life experiences of six transgender children and their families.

Cryptography is an indispensable tool for protecting information in computer systems. This course explains the inner workings of cryptographic primitives and how to correctly...

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 shows how technology and software drive change in the world of finance. It includes topics such as digital currencies, payment systems, trading, investing and...

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 course examines contemporary child nutrition and the impact of the individual decisions made by each family. The health risks associated with obesity in childhood are also...

This series of MOOCs gives an introduction to algorithms.

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

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,...