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

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

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

In this course, students will learn to interface common sensors and actuators to the DragonBoard™ 410c hardware. They will then develop software to acquire sensory data, process...

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.

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

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 MOOC aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and...

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

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 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...

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

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

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 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 gives an introduction to the terminology, design considerations and safety assessment of self-driving cars. This advanced course is designed for learners with...