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This online course series explores the fundamental mathematics toolkit of machine learning and data science. It includes modules on linear algebra, calculus and...

This online course gives an introduction to the fundamental elements of user experience (UX).

This course focuses on the management of enterprise data in column-oriented in-memory databases. Latest hardware and software trends led to the development of a new...

This online course teaches how to evaluate recommender systems.

This online course gives an introduction to Unix for learners who are new to programming and new to Unix-like operating systems like macOS and Linux distributions like Ubuntu.

This series of online courses teaches autonomous flight software engineering skills. It includes key aspects of Aerial Robotics as well as Intelligent Air Systems.

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...

This online course teaches how to program and code in Python 3. In approximately 30 hours of video lectures, this course teaches the basics of Python. No prior knowledge is...

In this online course, participants will learn the basic foundations underpinning the design of modern multicore-based computers. In addition, they will learn how design...

This online course teaches about the basics for creating video game pixel art, shapes, values, edges, color theory, creating a basic palette, and animation.

This online course shows how to code tile-based worlds and related core gameplay for genres like arcade, overhead racing, and puzzle adventure.

This short online course gives an overview of open source tools for data science, such as Jupyter Notebooks, RStudio IDE, Apache Zeppelin and Data Science Experience.

This online course gives an introduction to large language models and shows how they can be utilized and how to use prompt tuning to enhance LLM performance.

This online course teaches how to apply different cinematography concepts to their animation using 2D Animation Essentials.

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...

This online course teaches advanced C# constructs such as events, delegates, lambda expressions, LINQ, and Async.

This sequence of online courses teaches the key concepts of Windows PowerShell. The sequence includes several individual short video courses, for beginners as well as for more...

Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course...

This online course series teaches key programming concepts in Python 3 needed to perform common scripting tasks.

This online course gives learners a basic understanding of the fields of IT and computer science.