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

This online course gives a basic introduction to the field of deep learning and to building a deep learning model using the Keras library. Some prior knowledge of Python and...

This online course explores artificial intelligence, how it’s perceived today and the differences between the hype, marketing and reality of AI.

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 online course aims to give teachers a general understanding of AI and how it can be embedded into the school curriculum.

This online course explores how to promote the ethical use of data-driven technologies. It includes topics such as privacy and bias and how ethical concepts can be applied.

Focusing on the basics of machine learning and embedded systems, such as smartphones, this online course will introduce learners to the “language” of TinyML.

This online course explores human robot interaction and gives an overview of robotics and artificial intelligence in healthcare.

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

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...

This online lecture video introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.(Note: Also check out our...

This online course explores how to identify and alleviate bias and discrimination in Artificial Intelligence.

Closely related to pattern recognition, Unsupervised Learning is about analyzing data and looking for patterns. It is an extremely powerful tool for identifying structure in...

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

This online course gives an introduction to Generative AI with Large Language Models (LLMs). It includes the key steps in a typical LLM-based generative AI lifecycle, from data...

In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

This online video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.

This online video lecture series gives an introduction to deep learning.

This online course gives an introduction to data privacy and discusses aspects with legal and technical experts and practitioners. It explores theories of data privacy as well...

This online course explores the implications of Artificial Intelligence for organizations, and the importance of compliance and ethics when AI is applied in practice.