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This online lecture series introduces some of the important model systems studied in contemporary physics, including two-dimensional electron systems, the fine structure of...

This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

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

This online course teaches key features of the Kotlin programming language. The course shows how to convert a basic Android app in Java to Kotlin.

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

In this course, students will use Native JavaScript Promises to write asynchronous code that is easy to read, easy to write and easy to debug.

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

This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

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,...

This online course series explores current engineering practices used in the self-driving car industry. The online program shows the detailed architecture and components of a...

This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

This online course explores how to analyse and apply consumer and buyer behaviour fundamentals to develop an effective marketing campaign.

This online course teaches about the communication culture in China, such as the Chinese address system, metaphors, taboo words and euphemisms, Chinese terms of respect and...

This online lecture gives an introduction to quantum optics.

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

This series of online courses gives an introduction to Music Information Retrieval (MIR). It includes topics such as extracting information from music signals, music data mining...

This online course gives a hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning.