Language - Lecture 6 - CS50's Introduction to Artificial Intelligence with Python 2023

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00:00:00 - Natural Language Processing 00:05:19 - Formal Grammars 00:13:19 - n-grams 00:16:56 - Markov Chains 00:19:09 - Naive Bayes 00:31:13 - Word Representation 00:35:40 - word2vec 00:48:38 - Attention 00:54:15 - Transformers 01:03:30 - Artificial Intelligence This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs. By course's end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own. https://www.youtube.com/playlist?list=PLhQjrBD2T382Nz7z1AEXmioc27axa19Kv *** This is CS50, Harvard University's introduction to the intellectual enterprises of computer science and the art of programming. *** HOW TO SUBSCRIBE http://www.youtube.com/subscription_center?add_user=cs50tv HOW TO TAKE CS50 edX: https://cs50.edx.org/ Harvard Extension School: https://cs50.harvard.edu/extension Harvard Summer School: https://cs50.harvard.edu/summer OpenCourseWare: https://cs50.harvard.edu/x HOW TO JOIN CS50 COMMUNITIES D

Published 2023-07-24 · Watch on YouTube ↗
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