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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 gives an overview of artificial intelligence processing approaches to breast cancer detection.
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 gives an introduction to key digital technologies shaping the modern business environment. The courses are designed for beginners with no technical...
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 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 program gives an introduction to Large Language Models (LLMs). It includes modules on the details of language foundation models (including innovations such as...
This online course program gives an introduction to key concepts and applications in Deep Learning, including various kinds of neural networks for supervised and unsupervised...
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...
This online course program explores the potential of machine learning in a business setting. It covers topics such as data analysis for machine learning, supervised learning...
This comprehensive online course series will introduce participants to the field of artificial intelligence. It includes topics such as search and optimization; logic,...
This online course program gives an introduction to computer science for artificial intelligence programmers. No prior experience is required.It first gives a general overview...
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 Generative Adversarial Networks (GANs), including their fundamental components and applications.
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 explores the ethics of artificial intelligence principles to minimize bias, while maximizing fairness and explainability. Topics include the context and...
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 Machine Learning.
This online course explains the basic principles of machine translation. It covers the main difficulties of translating natural languages and the principles of different machine...
This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering...
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