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

After this course students will have a solid understanding about systematic debugging, will know how to automate debugging and will have built several functional debugging tools...

In this course, students will learn to find numerical solutions to systems of differential equations. They will write code in Python to fight forest fires, rescue the Apollo 13...

This online course explores the world of quantum computing. It includes quantum solutions from a computational and from a mathematical perspective, and creating quantum modules...

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 course explores computational methods -- algorithms and data structures -- for analyzing DNA sequencing data. Topics include DNA, genomics, and how DNA sequencing is used....

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 artificial intelligence and machine learning using Python. The course is being offered by the creators of one of the most popular...

This online course explores the fundamentals of computing in Python, including variables, operators, and writing and debugging programs.

This online course bridges accountancy to analytics. It is designed to help accounting students develop an analytical mindset and prepare them to use tools and programming...

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

This online course provides a series of Python programming exercises intended to explore the use of numerical modeling in climate sciences. The scientific background for these...

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

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...

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...

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