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In this course, students will learn the basic tools that every web page coder needs to know, starting from how to implement modern web pages with HTML and CSS and how to code...

This online course teaches a comprehensive set of simulation techniques to predict the performance of photonic nanostructures.

This is a core course in artificial intelligence. After this course, students will be able to design and implement a knowledge-based artificial intelligence agent and use it to...

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

This online course focuses on the exploration of HTML5-based APIs, but also introduces some advanced features related to HTML5, such as Web components, advanced multimedia,...

Through this course, students will learn how to incorporate networking into their apps, so they can access data from around the world. They will learn how to harness the power...

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 online course explores the Non-Equilibrium Green’s Function (NEGF) method widely used to describe quantum effects in nanoscale devices, along with its applications to...

This online course teaches how to develop quantitative models that leverage business data, statistical computation, and machine learning to forecast sales and marketing impact

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

This online course (MOOC) teaches how objects like spacecraft move in dynamical ways.

This online coures explores the fundamentals of microfabrication and nanofabrication by using the most effective techniques in a cleanroom environment.

This video course explains the Law of the International Community, including how International Law is created, applied and upheld in today's world.

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 use and analyze data structures that are used in industry-level applications, such as linked lists, trees, and hashtables. They will apply...

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

This online course explores the fundamentals of Artificial Intelligence (AI). Participants will design intelligent agents to solve real-world problems, including search, games,...

This course will teach its students how to start from scratch in answering questions about the real world using data. The model building process involves setting up ways of...