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Knowledge – Lecture 1 – CS50's Introduction to Artificial Intelligence with Python 2020



CS50

00:00:00 – Introduction
00:00:15 – Knowledge
00:04:52 – Propositional Logic
00:21:47 – Inference
00:40:06 – Knowledge Engineering
01:04:33 – Inference Rules
01:30:31 – Resolution
01:38:25 – First-Order Logic

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

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This is CS50, Harvard University’s introduction to the intellectual enterprises of computer science and the art of programming.

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LICENSE

CC BY-NC-SA 4.0
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License
https://creativecommons.org/licenses/by-nc-sa/4.0/

David J. Malan
https://cs.harvard.edu/malan
malan@harvard.edu

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24 thoughts on “Knowledge – Lecture 1 – CS50's Introduction to Artificial Intelligence with Python 2020
  1. i love the way you are teaching…but there's one doubt…are you teaching all the theory how the AI works or will you also be teaching how to make our own AI by writing our own code? so my question is…is this course just the introduction or real deal which would help me code my own AI….btw i am following through this course and loving it….thanks!

  2. Hi, Great fan of your work thanks for these courses. I actually got to know about this program from Edx, the only problem I am facing here is, I am not so proficient in Python yet so I need the code try it myself, can I get these codes it's very difficult to pause these videos and takedown.

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