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In this course, students will go beyond basic data analysis tools to develop multiple linear regression and logistic regression models to address their research question more...

In this course students will learn about audio signal processing methodologies that are specific for music and of use in real applications. They will learn to analyse,...

This online course teaches Python 3.

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 teaches the basics of programming computers using Python. The course covers the basics of how to construct a program from a series of simple instructions in...

This online course explores the mathematical field called Combinatorics and Probability Theory. It is designed for participants who work or plan to work in IT. Some basic math...

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

This online course teaches how to write high-quality code that runs correctly and efficiently.  Students will design, code and validate programs and learn how to compare...

In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.

This online course teaches the fundamental concepts of Blockchain and how to implement them in Python. Learners with prior Python experience will be able to build their own...

This online lecture series explores how algorithmic puzzles can be solved with computer programming, using the Python programming language.

This course will introduce the learner to network modelling through the networkx toolset. Used to model knowledge graphs and physical and virtual networks, the lens will be...

Taking this course, students will learn the basics of SQL (the Structured Query Language) and database design, as well as the Python API for connecting Python code to a database.

This online course gives an introduction to Python programming. It covers concepts such as expressions, variables, functions, logic, and conditionals.

This course will show how one can treat the Internet as a source of data. Students will scrape, parse, and read web data as well as access data using web APIs and will work with...

Diese Online-Vorlesungsreihe gibt eine Einführung in IT-Werkzeuge für Sozialwissenschaften. Neben der Vorstellung verschiedener Tools werden auch die Grundlagen der...

Dieser Online-Kurs von Google gibt eine Einführung ins Maschinelle Lernen. Kenntnisse in Python-Programmierung werden vorausgesetzt. Die Kurswebsite ist auf Deutsch verfügbar,...

Dieser Kurs gibt einen ersten Einblick in die Welt des Programmierens für Schüler. Auf spielerische Art wird hier eine Einführung ins Programmieren und in die...

Dieser Online-Kurs (MOOC) gibt eine Einführung in die Umsetzung eines Smart Home Projekts. Dies geschieht auf Basis eines Raspberry Pi und unter Nutzung von Sensoren, Aktuatoren...