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This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

This course is an introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.

This online course gives an introduction to the field of embedded systems design.

This online course explores the scientific and technological underpinnings of malaria. It also teaches about the historical, political, social, and economic contexts of malaria...

This online course explores the development of 2D and 3D interactive games by analyzing the design of games such as Super Mario Bros., Pokémon, Angry Birds, and more. It also...

This physics online course, will provide participants with an overview of applications in plasma physics. 

This course explores that dynamic programming is a powerful algorithmic tool when comparing two genes (i.e., short sequences of DNA) or two proteins. When "zooming out" to...

This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various...

This course is for novice programmers or business people who'd like to understand the core tools used to wrangle and analyze big data. It will give hands-on examples with Hadoop...

The main focus of this online course is on quantitative model checking for Markov chains, for which the course will discuss efficient computational algorithms.

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).

This online course discusses how to creatively reuse digital cultural content.

Content of this course includes selected aspects of finance from a non-financial specialist perspective. Specific topics include: financial analysis; planning, forecasting, and...

This online lecture explores the dynamics of evolution, including various mathematical models.

This online course teaches how to analyze data and think computationally to solve problems in astronomy.

This online course helps to learn the basics of crop production and find out how to feed the future world population without depleting our planet’s resources.

This online course teaches how to use Point Prevalence Surveys (PPS) to measure antibiotic consumption and fight antimicrobial resistance.

This online course gives an introduction to acoustics by using the concept of impedance. The course is designed for students and practicing engineers in acoustics and audio...

This online course will introduce participants to new key signatures, including minor tonalities, and how they are constructed. Learners will train their ear to hear minor...

This online course shows the fundamental concepts of distributed programming in the context of Java 8.