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

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

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

This course covers the fundamentals of iOS application development in the Swift programming language. Students will learn to use development tools such as XCode, design...

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

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 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 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 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 data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

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 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 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 use analytical elements of SQL for answering business intelligence questions and learn features of relational database management systems for...

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

In this online course, participants are given the following task: Given a collection of simulated error-free read-pairs, they use the paired de Bruijn graph to reconstruct the...