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L E C T U R E S. The following lectures on Machine Learning were given by Professor Abu-Mostafa in his Learning From Data online course. You can also look for a particular topic in the Machine Learning Video Library. The Learning Problem - Introduction; supervised, unsupervised, and reinforcement learning. Components of the learning problem.
This is an introductory course in machine learning (ML) that covers the basic theory, algorithms, and applications. ML is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications. It enables computational systems to adaptively improve their performance with experience accumulated from the observed data.
ChatGPT has rocked the general public's, awareness, perception, and expectations of artificial intelligence (AI). In this Q&A, adapted from his Watson Lecture delivered on May 24, 2023, computer scientist Yaser Abu-Mostafa explains the history of AI and explores its risks and benefits. Amid warnings that "AI will kill us all," or boasts that ...
Biography Yaser S. Abu-Mostafa received the B. Sc. degree from Cairo University, Egypt, in 1979, the M.S.E.E. degree from Georgia Tech, Atlanta, in 1981, and the Ph ...
THE LECTURES. Taught by Feynman Prize winner Professor Yaser Abu-Mostafa. The fundamental concepts and techniques are explained in detail. The focus of the lectures is real understanding, not just "knowing." Lectures use incremental viewgraphs (2853 in total) to simulate the pace of blackboard teaching. The 18 lectures (below) are available on ...
Watson Lecture on May 24: Yaser Abu-Mostafa Will Discuss the Promise and Perils of AI Ask a Caltech Expert: Yaser Abu-Mostafa on AI and Finance AI-Driven COVID-19 Model Outperforms Competitors
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