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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 (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...

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 (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 covers the basics of R: a free programming language and software environment used for statistical computing and graphics.

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...

This online video lecture series gives an introduction to Artificial Intelligence (AI).

This online course gives an introduction to palliative care. It explores what palliative care is, how to communicate with patients, show empathy, and practice difficult...

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

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...

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

This online video lecture series explores various technology trends and fields of innovation.

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