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This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.

This online course program gives an introduction to the Python programming language and its application in practical data science projects. Participants should already have a...

This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.

This video lecture discusses the computational complexity theory, including the Chomsky hierarchy, (un-) decidability,SPACE versus TIME, EXPSPACE and more advanced topics.

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 teaches the process of network security, including intrusion detection, evidence collection, network auditing, and contingency planning against attacks.

This course covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help participants...

This video course explains the Law of the International Community, including how International Law is created, applied and upheld in today's world.

This MOOC teaches a calculus that enables quantitative predictions of large combinatorial structures. In addition, the MOOC also covers generating functions and real asymptotics...

This MOOC explores how materials look and work at atomic scales. Prior knowledge of engineering or physical science required.

This course covers the concepts and methodologies used in systems-level analysis of biomedical systems. Successful participants will learn how to use experimental, computational...

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 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 online course explores Maxwell's Equations and how they relate to the magnetic and electric potentials.

In this course, students will use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...

This online course teaches how to lead a firm to make better business decisions using analytic methods and create competitive advantages from data.

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 advanced-level online lecture series provides an overview of the Geometric Anatomy of Theoretical Physics.The aim of the course is to provide proper mathematical language...

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...