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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 (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 presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
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 series of MOOCs gives an introduction to algorithms.
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,...
Dieser Online-Kurs erläutert die Grundlagen der Mathematik fürs Studium. Der Kurs bereitet Teilnehmer so auf die mathematischen Anforderungen eines Ingenieur-, Wirtschafts-,...
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 series of MOOCs explores the fundamentals of probabilistic graphical models.
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 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 gives an introduction to artificial intelligence and deep learning for programmers.
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...
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 explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...
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 accessible online courses that are inclusive to students with disabilities.
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.
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