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This online course teaches GRU, LSTM, and more modern deep learning, machine learning, and data science skills. Most of the work will be done in Numpy, Matplotlib, and Theano.

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 online course program gives an introduction to the emerging field of Tiny Machine Learning (TinyML), combining machine learning with the domain of embedded systems. It...

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

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...

In this course, students will create classifiers that provide state-of-the-art performance on a variety of tasks and will become familiar with some of the most successful...

This online course program gives an introduction to computer science for artificial intelligence programmers. No prior experience is required.It first gives a general overview...

This online lecture gives an introduction to the concepts of machine learning. (Some math and programming experience required.)

This online course gives an introduction to data science for managers. Participants analyze business data with Microsoft Azure through the use of SQL, machine learning, and...

This course will introduce open source tools used for parallel, distributed and scalable machine learning. After completing this course’s hands-on projects with KNIME and...

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

This online course program explores the fundamentals of data science. The courses include topics such as data science tools and methods, SQL and Python, and machine learning...

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

This online course program explores the various applications of artificial intelligence. The courses include topics such as machine learning, deep learning and neural networks,...

This online course program gives an introduction to Machine Learning with Google Cloud. It includes general aspects of machine learning as well as using Google's Tensorflow.

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

This online lecture series presents the theory of fundamental machine learning concepts. Topics covered in the video lectures include: Bayesian theory of optimal decisions...