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This online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...
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This online course gives an introduction to algorithms for learners with at least a little programming experience.
This series of MOOCs gives an introduction to algorithms.
This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...
Cryptography is an indispensable tool for protecting information in computer systems. This course explains the inner workings of cryptographic primitives and how to correctly...
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 topics such as asymptotic notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication, closest pair), and...
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 explores the fundamentals of probabilistic graphical models.
In this introductory, self-paced course, students will learn multiple theories of organizational behavior and apply them to actual cases of organizational change.
This course is a continuation of Crypto I and explains the inner workings of public-key systems and cryptographic protocols. Students will learn how to reason about the security...
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 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 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 shows how technology and software drive change in the world of finance. It includes topics such as digital currencies, payment systems, trading, investing and...
This online course gives an introduction to COVID-19 (SARS-CoV-2, corona virus) for physicians, nurses, and other healthcare professionals. Topics include symptoms and signs in...
This online course program explores the prevention and treatment of atherosclerotic cardiovascular disease. It offers a practical approach to the prevention of initial and...
This online course gives an introduction to the core concepts of ultrasound physics, transthoracic echocardiography, and lung ultrasound, as well as hemodynamic and global...
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 explores programming language compilers. It includes aspects such as lexical analysis, parsing, syntax-directed translation, abstract syntax trees, types and...
This online course covers the basics of R: a free programming language and software environment used for statistical computing and graphics.
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