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This online course covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

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

This course will provide students with the tools and skills necessary to develop an iOS App from scratch. By the end of this first course they will be able to demonstrate...

This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

This course teaches about the technologies underlying experimentation used in systems biology, with particular focus on RNA sequencing, mass spec-based proteomics, flow/mass...

This online course (MOOC) explores the movement of bodies in space (like spacecraft, satellites, and space stations).

This online course gives an introduction to quantum mechanics. The course was designed for learners with mechanical or aerospace engineering backgrounds.

With the support of Google’s recruiting and engineering teams this course provides tips, examples, and practice opportunities that may help students with job interviews at a...

This MOOC gives an introduction to Python and includes data analysis techniques.

This online course series explores current engineering practices used in the self-driving car industry. The online program shows the detailed architecture and components of a...

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

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...

In this course, students will use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...

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

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.

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...