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In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

This course covers functional, object-oriented, and declarative dataflow programming in a unified framework, with practical code fragments and a simple semantics.

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

This course covers data abstraction, state, and deterministic dataflow in a unified framework with practical code exercises. In the last part of the course, students will...

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

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

This advanced online course introduces two core robot classes: kinematic chains (robot arms) and mobile bases. For both robot types, the course explores methods to reason about...

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

This comprehensive series of online courses will teach you the technology of self-driving cars. The courses include elements from robotics, software development, machine...

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 course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

This online course series gives participants the opportunity to become a robotics engineer. The program covers all key aspects of modern robotics and was created with leading...

This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...

This online course focuses on the principles and interventions for responding to pediatric basic life support emergencies.

This online course presents both exact and approximate algorithms for different types of inference tasks, and discusses where each could best be applied.

This course teaches about the TCP/IP stack, IP addressing, DNS, and other protocols that underlie the Web technologies in use.

This online course teaches about medieval Jewish medical training and thought by exploring and interpreting medical manuscripts.

This online course explores the fundamental principles underlying fluid dynamics; including the kinematics of deformation, hydrostatics & buoyancy, inviscid flow and the...

This online course is designed to cover all physics and engineering aspects of photovoltaics: photovoltaic energy conversion, technologies and systems.

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