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This two-part course is designed to be a fun introduction to the basics of programming in Python. The main focus will be on building simple interactive games such as Pong,...

This online course series gives an introduction to blockchain technology. It explains basic concepts, shows how to implement smart contracts, and teaches to program on the...

This class presents fundamental concepts in data analysis and statistical inference, focusing on one and two independent samples. Students having taken this class should be able...

This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...

This lecture complements (and builds on top of) the lectures "Introduction to Pattern Recognition" and "Pattern Recognition". The lecture focusses on modeling of densities, and...

This course presents the fundamental probability and statistical concepts used in elementary data analysis.

This course focuses on the concepts and tools behind reporting modern data analyses in a reproducible manner. Reproducible research is the idea that data analyses, and more...

This course covers regression analysis, least squares and inference using regression models. Special cases of the regression model, ANOVA and ANCOVA will be covered as well....

This course explores algorithms for mining and analyzing big text data to discover interesting patterns, extract useful knowledge, and support decision making.

This online course teaches the entity framework and how to connect applications to a SQL Server database.

This course is designed to teach web developers how to utilize the various object-oriented programming features within JavaScript, and more importantly, how to write reusable...

This course will explore game worlds in existing games and study the art and influences that inform their themes and styles.

This is the continuation of Approximation algorithms, Part 1. Here participants will learn linear programming duality applied to the design of some approximation algorithms, and...

This course teaches how graph theory can be used to assemble genomes from these short pieces and also about brute force algorithms and how to apply them to sequencing...

In this online course, through scientific presentations, critical reflection and discussion, students learn current research topics in the field of Cyber Physical Systems.

This course will teach students the design and analysis of A/B tests, also known as split tests, which are online experiments used to test potential improvements to a website or...

In this course, students will learn to design the computer architecture of complex modern microprocessors.

This online course gives a basic introduction to the field of deep learning and to building a deep learning model using the Keras library. Some prior knowledge of Python and...

This online course gives an introduction to the infrastructure and platform services provided by Google Cloud Platform.

Through this course students will understand the rationale behind the current design and implementation decisions in modern OS’s (like Linux) by considering the historic...