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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 data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

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...

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

This online course explores the mathematical and computational models that are used in the field of theoretical neuroscience to analyze the collective dynamics of thousands of...

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the...

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

This online course teaches how Apple's GCD (long form: Grand Central Dispatch) framework allows you to create asynchronous apps for iOS, ensuring a smooth user experience.

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 course is an introduction to key leadership theories and concepts needed to be an effective leader and manager. Participants will learn practical skills needed to build a...

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...

This online course lets participants master the foundational math concepts that drive robotics and put them into practice using MATLAB.

The online course begins with an overview of vectors and tensors. It then proceeds through fundamental concepts of motion, balance laws, constitutive relations and thermodynamics.

This online course explores the changes to JavaScript from ECMAScript 6 (ES 6).

This course will teach probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and...

This online course teaches the fundamental tools and techniques for using data towards making business decisions in the face of uncertainty.

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

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

This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

This online course explores how to design and engineer complex, dynamic robotic systems.