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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 program explores how palliative medicine integrates with patient care. The course series was designed for health care practitioners, patients and caregivers.
This online course gives an introduction to algorithms for learners with at least a little programming experience.
This online course (MOOC) gives participants the information and practical skills needed to optimize the way they eat. Included in the course are the following topics:Background...
This series of MOOCs explores the fundamentals of probabilistic graphical 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 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 explores the essentials of nonprofit and philanthropy strategy. It will apply the basic elements of strategic planning―from defining the problem through...
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 discusses the key problems of parameter estimation in both directed and undirected models, as well as the structure learning task for directed models.
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 explores programming language compilers. It includes aspects such as lexical analysis, parsing, syntax-directed translation, abstract syntax trees, types and...
This online course (MOOC) explores gender identity and the gender spectrum by analyzing the real-life experiences of six transgender children and their families.
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 online course gives an introduction to the concept of love and explores the idea of love as a force for social justice.
This online course explores the theory of automata and languages. It includes finite automata and the languages they can define, deterministic and nondeterministic automata,...
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 video lecture series gives an introduction to Artificial Intelligence (AI).
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 teaches scientific writing. It includes topics such as the format of a scientific manuscript, peer review, grant writing, and ethical issues in scientific...
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