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This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...

This online course series introduces the vast range of technologies that can be used to build an industrial internet of things deployment. Topics include big data analytics,...

This online course series gives an introduction to the concept of machine learning. It will be used by students to create real-world AI applications.

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

This online course gives an introduction to machine learning applications in finance organizations such as hedge funds or banks.

This online course gives a short introduction to machine learning and data science for everyone.

This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...

This online course series gives an introduction to Neural Networks, Deep Learning, and Tensorflow.

This online course shows how to design robot vision systems that avoid collisions, safely work with humans and understand their environment.

This online course program gives an introduction to the latest cutting-edge methods in Deep Learning for Medical Applications. It includes health data analysis, different types...

How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

This online course gives an introduction to machine learning for non-technical business professionals.

This online course explores artificial intelligence (AI) in a business context. It discusses potential uses, strategic impact, and competences needed.

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 MOOC teaches fundamentals of probabilistic analysis and inference. Participants of the course will build computer programs that reason with uncertainty and make...

This online course teaches how to to create machine learning algorithms in Python and R.

This online course teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.

This online course gives an introduction to artificial intelligence for educators to prepare for a future which is becoming increasingly automated. The course includes...

This online course program gives an introduction to key data science essentials through real-world case studies. It includes courses on the R programming language, data...