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This online course explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...
This online course series gives an introduction to deep reinforcement learning, including value-based methods, policy-based methods, and multi-agent reinforcement learning. Some...
This online course gives an introduction to Generative AI and shows how it is used and how it differs from traditional machine learning methods.
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 course gives an introduction to generative adversarial networks (GANs). It teaches how to build and train different GANs architectures to generate new images using...
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 (MOOC) explores the basics of Machine Learning.The Stanford course provides a broad introduction to machine learning, datamining, and statistical pattern...
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 explores artificial intelligence (AI) in a business context. It discusses potential uses, strategic impact, and competences needed.
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 explores how to build and incorporate ethical frameworks in AI and Big Data technology and business initiatives to add transparency, build trust, and drive...
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 video lecture series gives an introduction to Natural Language Understanding as a sub-problem of artificial intelligence.
This online course program explores the methods modern computer science has to offer to the field of healthcare. Topics include health data analysis, different types of neural...
This online course program gives an introduction to machine learning and artificial intelligence in healthcare. It includes modules on the healthcare system, clinical data and...
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...
This online course shows how to build deep learning agents with neural networks.
This online course program explores strategies to put ethics into practice in data-driven technologies such as Artificial Intelligence, Data Science, and Internet of Things.
This online video lecture series gives an introduction to Reinforcement Learning.
This online course program explores the main areas of machine learning: supervised learning, unsupervised learning, deep learning, and reinforcement learning.
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