harvard-cs50ai

This repository was created to document my progression throughout the 7 weeks-long Havard's CS50AI Introduction to Artificial Intelligence with Python course in 2022.

Takeaways from this awesome class:

• 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, machine translation...
• Exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning...
• Experience in libraries for machine learning as well as knowledge of artificial intelligence principles to design own intelligent systems
• Wowed by how powerful applications take root from fundamental concepts

Below is a table of contents for easy navigation through my course solutions and projects (assignment descriptions included in individual README documentations):

• Project 0: Search
  • Degrees
  • Tic-Tac-Toe
• Project 1: Knowledge
  • Knights
  • Minesweeper
• Project 2: Uncertainty
  • PageRank
  • Heredity
• Project 3: Optimisation
  • Crossword
• Project 4: Learning
  • Shopping
  • Nim
• Project 5: Neural Networks
  • Traffic
• Project 6: Language
  • Parser
  • Questions