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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.

This series of online courses teaches how to carry out serverless data analysis and create machine learning models in the Google Cloud Platform.

This introductory MOOC (online course) teaches theory, algorithms and applications of Machine Learning.

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 is a business-oriented course on machine learning that covers the key concepts and technologies for beginners.

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

This online course gives an introduction to the fundamentals of Artificial Intelligence. It includes various topics in the field along with a discussion of foundational concepts...

This series of online courses (MOOCs) teaches Data Science using the Python programming language.The courses explore how to apply statistical, machine learning, information...

This course provides a case-based introduction to the exciting, high-demand field of machine learning. Students will learn to analyze large and complex datasets, build...

This course teaches how to get robots to incorporate uncertainty into estimating and learning from a dynamic and changing world. Specific topics that will be covered include...

This online course teaches about comprehensive data mining and machine learning with Python and Spark.

This online course shows how to work with big data and build machine learning models at scale using Spark.

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 series gives an in-depth introduction to Data Analytics.The courses were designed with experts and scientists at leading technology companies to ensure that learners...

This online course program teaches the fundamentals of deep learning as one of the key building blocks of AI projects.

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 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 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.]

This online lecture series reviews linear algebra with applications to probability and statistics and optimization. It covers linear algebra concepts that are key for...

This online course program explores foundational machine learning techniques, from data manipulation to unsupervised and supervised algorithms. Prior experience with Python is...