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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 course introduces students to the main elements of a good "science of delivery" case study and teaches them how to plan their research, conduct interviews, and organize...

This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

This online course shows the key strategies and financing structures used by project managers to generate crucial funding for their projects.

This online course gives an overview of liquidity policy implementation in the Asia-Pacific using standard economic models.

This course teaches its students how to approach programming problems and devise a solution. In this course, students will learn new concepts, patterns, and methods that will...

This online course program is intended for experienced spacecraft dynamics and GNC engineers and researchers. It includes momentum-based attitude dynamics and control and...

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This online course explores the fundamentals of Artificial Intelligence (AI). Participants will design intelligent agents to solve real-world problems, including search, games,...

This online course explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...

This comprehensive course series teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used...

This online course (MOOC) shows how to design, build, and program dynamical, legged robots that can operate in the real world.

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

This online coures explores the fundamentals of microfabrication and nanofabrication by using the most effective techniques in a cleanroom environment.

This online course gives an introduction to synchrotron and X-Ray Free Electron Lasers (XFELs) facilities and associated techniques.

This online course helps to understand how solar cells generate electricity and learn about semiconductor physics and optics required to design and manufacture solar cells.

This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...

This online course explores strategies for driving business success in the new digital economy.

This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.

This series of online courses gives an introduction to Music Information Retrieval (MIR). It includes topics such as extracting information from music signals, music data mining...