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This comprehensive course series teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used...

This MOOC gives an introduction to Python and includes data analysis techniques.

This online course focuses on understanding data and business analytics and become a leader in these areas in business organizations.

This online lecture covers major results and directions of research in data structure.

In this course, students will get hands-on experience with machine learning from a series of practical case-studies. They will study how to predict house prices based on...

This course covers intermediate topics in data science. Students will gain hands-on experience with scalable SQL and NoSQL data management solutions, data mining algorithms, and...

This online course explores algorithmics and graph theory using Python.

In this course students will learn the basic Linux fundamentals every web developer needs to know. A basic understanding of this system is required to not only get a web...

This online lecture gives an overview of statistical methods in language technology, focussing mostly on written language (texts).

This online course teaches how to plan, develop and deliver on all aspects of work in the lifecycle of digital products using lean, agile and systems design thinking.

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 series of online courses gives an introduction to Music Information Retrieval (MIR). It includes topics such as extracting information from music signals, music data mining...

This online course teaches how to digitally reconstruct a single neuron to better study the biological mechanisms of brain function, behaviour and disease.

In Part 2 of this Molecular Biology course, participants will explore transcription of DNA to RNA, a key part of the central dogma of biology and the first step of gene expression.

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

This online course gives an introduction to synchrotron and X-Ray Free Electron Lasers (XFELs) facilities and associated techniques.

This advanced-level online lecture gives an introduction to gravitational waves in astrophysics.

This course covers data architecture skills that are increasingly critical across a broad range of technology fields. Students will learn the basics of structured data modeling,...

In this online course, participants get hands-on experience making web applications accessible (eg. through screen readers).

This online lecture gives an introduction to quantum optics.