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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...
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.
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 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 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...
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 introductory, self-paced course, students will learn multiple theories of organizational behavior and apply them to actual cases of organizational change.
This online course gives an introduction to accessible online courses that are inclusive to students with disabilities.
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 online course shows learners how to optimize their interviewing skills for technical front-end web developer interviews.
This online course series gives an introduction to the complex and changing landscape of healthcare and lifestyle medicine.
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...
Khan Academy provides various free lessons for learners who prepare for the SAT test.
This online course gives an introduction to robotics. It explores the basics of robot motion and robot configuration. The course is designed for learners with some prior...
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 presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
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