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This online course explores the pillars of computational thinking, how computer scientists develop and analyze algorithms, and how solutions can be realized on a computer using...

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods.

This online course explores algorithmics and graph theory using Python.

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...

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 course will cover algorithms for solving various biological problems along with a handful of programming challenges helping you implement these algorithms in Python.

This online course gives an introduction to writing simple programs in Python for learners with no previous programming experience.

This online course shows how to use IBM's Personality Insights API and interact with Twitter; participants should be familiar with Python for this course.

This course will introduce the learner to text mining and text manipulation basics.

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

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 explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

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 helps to learn the foundations of probability and statistics.

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...

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...