/IntroToAI

CS50’s Introduction to Artificial Intelligence with Python. 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.

Primary LanguageJava

CS50’s Introduction to Artificial Intelligence with Python

Harvard Course-https://cs50.harvard.edu/ai/2020

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. 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.

Lecture#0 - Search

Algoritms acquired:

  • Depth-First Search
  • Breadth-First Search
  • Greedy Best-First Search
  • A* Algorithm

Lecture notes: https://cs50.harvard.edu/ai/2020/notes/0/

Lecture#1 - Knowledge

Lecture notes: https://cs50.harvard.edu/ai/2020/notes/1/

Lecture#2 - Uncertanty

Lecture notes: https://cs50.harvard.edu/ai/2020/notes/2/

Lecture#3 - Optimization

Lecture notes: https://cs50.harvard.edu/ai/2020/notes/3/

Lecture#4 - Learning

Lecture#5 - Neural Networks

Lecture#6 - Language