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In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

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,...

In this course, students will use computers to creatively design web pages using HTML and CSS. They will then use Javascript to develop programs and algorithms--ways to get the...

This online course gives an introduction to programming in C. Learners will be able to immediately start coding in C with the help of powerful yet simple coding tools right...

This online course teaches about how big data is driving organisational change and the key challenges organizations face when trying to analyse massive data sets.

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 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 series gives a practical introduction to data mining using the Weka workbench.

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 online course gives an introduction to SAP S/4HANA Cloud, an Enterprise Resource Planning (ERP) solution for businesses. The course is designed for consultants, project...

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...

This course teaches how to manage, describe, summarize and visualize data. Students will choose a research question based on available data and engage in the early decisions...

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...