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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 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 program gives an introduction to machine learning and artificial intelligence in healthcare. It includes modules on the healthcare system, clinical data and...
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 explores rock mechanics, structural geology, earthquake seismology and petroleum engineering to address a wide range of geomechanical problems that arise...
This online course covers the basics of R: a free programming language and software environment used for statistical computing and graphics.
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...
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 gives an introduction to palliative care. It explores what palliative care is, how to communicate with patients, show empathy, and practice difficult...
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 course examines contemporary child nutrition and the impact of the individual decisions made by each family. The health risks associated with obesity in childhood are also...
This online course explores the essentials of nonprofit and philanthropy strategy. It will apply the basic elements of strategic planning―from defining the problem through...
This online course gives an introduction to economics (microeconomics and macroeconomics). The course is designed for beginners with no prior knowledge.
This online course gives an introduction to the concept of love and explores the idea of love as a force for social justice.
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 video lecture series gives an introduction to Artificial Intelligence (AI).
This online course teaches the essential ideas of Computer Science for beginners with no prior experience.
This online course explores greedy algorithms (scheduling, minimum spanning trees, clustering, Huffman codes) and dynamic programming (knapsack, sequence alignment, optimal...
This series of MOOCs gives an introduction to algorithms.
This online course explores some basic recipes from a home cook and two professional chefs who prioritize healthful eating.
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