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This online course explores the fundamentals of Microsoft Azure infrastructure, including infrastructure as a service.

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 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...

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

This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...

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

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

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

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 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. In this course, students will move beyond coding in the “main” method to learn to design and build more complex...

In this course students expand their programming skills and apply them to authentic app development projects. The topics covered in this course include Xcode basics, Core iOS...

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...

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 focuses on facts about the human body biology and chemistry, genetics, and medicine that will be intertwined with the science of Big Data and skills to...

In this course, students will learn about data structures, like graphs, that are fundamental for working with structured real world data. They will develop, implement, and...

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

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