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

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 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 program explores the benefits and challenges of implementing artificial intelligence (AI) in organizations. It includes general implications and strategic...

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 deep learning (DL) methods, healthcare data and applications using DL methods.

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 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 teaches the foundations of deep learning. Participants can learn how to build, train and apply deep neural networks.

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

This online course series explores how AI applications can be used in trading and quantitative finance.

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 video lecture series gives an introduction to Artificial Intelligence (AI).

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

This video lecture series gives an introduction to neural networks and deep learning. It covers topics such as backpropagation, loss functions and optimization strategies,...

This online course gives an introduction to developing deep learning models with Tensorflow (an open source machine library for deep learning).