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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 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 explores data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search,...
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 gives an introduction to the concept of love and explores the idea of love as a force for social justice.
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 explains how to create a chatbot. It includes the theory of natural language processing and deep learning. The course is designed for beginners with basic...
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 gives an introduction to accessible online courses that are inclusive to students with disabilities.
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 presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
This online course shows learners how to optimize their interviewing skills for technical front-end web developer interviews.
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 course series gives an introduction to the complex and changing landscape of healthcare and lifestyle medicine.
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 explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...
Khan Academy provides various free lessons for learners who prepare for the SAT test.
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