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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 course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...

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 video lecture series gives an introduction to deep learning.

This series of online courses explores the key concepts and applications of Deep Learning, including various kinds of neural networks for supervised and unsupervised learning....

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

This course series gives an introduction to machine learning applications in finance. The courses are designed for students of finance or computer science/artificial...

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 video lecture series gives an introduction to Reinforcement Learning.

This online course explores how artificial intelligence drives digital transformation in marketing. It examines three key forces that enable AI in marketing strategies...

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 gives an introduction to AI using Microsoft's cloud-based solutions, such as Azure Machine Learning and Azure Cognitive Services. It includes applications...

This comprehensive course series teaches concepts of machine learning. Machine learning engineers build programs that dynamically perform the analyses that data scientists used...

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

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 program explores the fundamentals of AI and Machine Learning in a business context (no prior experience required). The courses explain the basics of AI and...

This online course program shows how to evaluate the business value of an AI product and how to build new products. It includes a discussion of how to scope and build a data...

This online course explores the economics of artificial intelligence (AI) and the implications for economic growth and labor markets.

This online course program gives an introduction to Natural Language Processing (NLP). Its goal is for learners to be able to design NLP applications that perform...

This online course gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...