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This online course gives an introduction to deep learning in the context of enterprises. It includes various industry applications and examples with the TensorFlow framework.

This online course gives an introduction to AI, Big Data, and Machine Learning for learners with a business background.

This course will cover the basic components of building and applying prediction functions with an emphasis on practical applications. The course will also introduce a range of...

This online course will help participants to learn a variety of matrix factorization and hybrid machine learning techniques for recommender systems.

This online course explores what Artificial Intelligence (AI) is by understanding its applications and key concepts including machine learning, deep learning and neural networks.

This online video lecture series gives an introduction to Machine Learning.

In this online course, participants will learn the basics of modern Artificial Intelligence (AI).The course also includes some of the representative applications of AI,...

This online video lecture series gives an introduction to Reinforcement Learning.

This online course gives an introduction to the basic ideas of machine learning and artificial intelligence without the technical programming tools that are used by more...

This online lecture gives an introduction to machine learning for physicists. [Note: Lectures 1 and 2 are not in the right order on the course overview page.]

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 online course gives an introduction to AI using Microsoft's cloud-based solutions, such as Azure Machine Learning and Azure Cognitive Services. It includes applications...

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

This online course explores how to apply machine learning in practice, using Google's approach including TensorFlow models.

This online lecture discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine learning methods.

This online video lecture series gives an introduction to machine learning and pattern recognition.

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...

This online course explores how Deep Learning and Machine Learning technology can be used in many aspects of business and industry.

In this class, students will learn the basics of the PGM representation and how to construct them, using both human knowledge and machine learning techniques.

In this advanced online course several quantum machine learning algorithms are presented and explained. Students will also learn how to implement them in Python.