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

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

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

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

This online course explores key AI concepts, including machine learning, deep learning and neural networks. The course is designed for beginners and no programming skills are...

This series of online courses explores the fundamental building blocks of data science, including statistics, data analysis, data visualization, programming with SQL and Python,...

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

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

This online course teaches how to use the R programming language for data science and machine learning and data visualization.

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

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 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 for non-technical business professionals.

This online course gives an introduction to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP).

This online course explores how machine learning can be used to solve financial data problems and create informative insights and predictions. The course is designed for anyone...

This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...

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

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