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This online course explores the essentials of machine learning and algorithms to help improve learning from data without human intervention. Topics of the course include:...

This course gives an introduction to the field of theoretical and computational neuroscience with a focus on models of single neurons. Neurons encode information about stimuli...

This advanced online course introduces two core robot classes: kinematic chains (robot arms) and mobile bases. For both robot types, the course explores methods to reason about...

This course represents a focus on several techniques that are widely used in the analysis of high-dimensional data.

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 comprehensive series of online courses will teach you the technology of self-driving cars. The courses include elements from robotics, software development, machine...

This online course will focus on magnetic resonance imaging, also known as an MRI. In the first part of the course, the dynamic of spins in a magnetic field is described,...

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 course teaches essential analytics models and methods and how to appropriately apply them, using tools such as R, to retrieve desired insights.

This online video lecture series discusses advanced topics related to algorithms in computer science.

This online course teaches how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform.

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...

Through this course, students will get a solid understanding of the key controversies surrounding the development of international human rights law.

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

In this course students will build a hardware and software development environment to guide their journey through the Internet of Things specialization courses. The DragonBoard™...

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...

This online lecture series explores real-world applications of category theory. Category theory provides a framework in which to organize formal systems and by which to...

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...

In this graduate level introduction to the field of computing security, participants will be given an extensive overview of the various branches of computing security. They will...

This online course teaches the principles and techniques for digital forensics investigation and the spectrum of available computer forensics tools.