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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 (MOOC) gives an introduction to Game Theory. The course covers the basic concepts, such as representing games and strategies, the extensive form (game trees),...
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,...
This online course explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...
This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.
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 teaches scientific writing. It includes topics such as the format of a scientific manuscript, peer review, grant writing, and ethical issues in scientific...
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 gives an introduction to a variety of infectious diseases using a patient-centered, story-based approach. It includes various bacterial and viral infections.
This series of MOOCs gives an introduction to algorithms.
This online course gives an introduction to statistics. Its goal is for learners to understand statistical thinking concepts that are essential for learning from data. The...
This online course explores data structures (heaps, balanced search trees, hash tables, bloom filters), graph primitives (applications of breadth-first and depth-first search,...
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