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

This online course gives an introduction to deep learning for applications such as natural language processing, computer vision, and many others. It is designed for students...

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 covers advanced machine learning and signal processing concepts, including supervised and unsupervised machine learning.

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

This course examines structured representations for describing the documents in the corpus, including clustering and mixed membership models, such as latent Dirichlet allocation...

This online course gives an introduction to machine learning models (including logistic regression, multilayer perceptrons, convolutional neural networks, natural language...

This is a non-technical online course that gives an introduction to artificial intelligence (AI). It covers examples of AI applications, technologies like machine learning and...

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

This online course (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...

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

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 machine learning for non-technical business professionals.

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

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

This online course explores what Generative AI is, how it is used, and how it differs from traditional machine learning methods.