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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...

In this course, students will explore the core design of AngularJS, its components and code organization techniques. They will enhance the functionality of their web app by...

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 explores regularized linear regression models for the task of prediction and feature selection. Students will be able to handle very large sets of features and...

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 gives an introduction to least squares from a linear algebraic and mathematical perspective. The course is for students who already have had a class in...

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

This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

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 covers intermediate topics in software development. It teaches object-oriented programming principles that will allow students to use Java to its full potential, 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.

This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions.

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

In this course students will be developing foundational programming skills to support graphical element presentation and data manipulation from basic functions through to...

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

This series of MOOCs explores the fundamentals of probabilistic graphical models.

The Systems Biology and Biotechnology Specialization covers the concepts and methodologies used in systems-level analysis of biomedical systems. This course will focus on...

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