Introduction to Artificial Intelligence with Python Projects

Content

• this repo has the complete set of projects for the CS50 AI course. all of the projects are solved.

Projects

• Project 0:

  • Degrees: maaking an AI that finds the connections between actors.
  • Tic Tac Toe: making an AI that never loses Tic Tac Toe.

• Project 1:

  • Knights: making an AI that solves 4 puzzles of the type Knights and kKnaves.
  • Minesweeper: making an AI that solves the game Minesweeper.

• Project 2:

  • Heredity: making an AI that evaluate and prediction for having the gene that couses hearing impairement using family history.
  • Page-rank: making an AI that ranks pages based on Pagerank algorithm.

• Project 3:

  • Crossword: making an AI that solves a given Crossword puzzles and a list of words.

• Project 4:

  • Shopping: making an AI that predicts if a user going to buy or not.
  • Nim: making an AI that train itself to master the game Nim and then play against it.

• Project 5:

  • Traffic: making an AI that uses CNNs on the German Traffic Sign Recognition Benchmark to recognize traffic signs.

• Project 6:

  • Parser: making an AI that process a sentence and output all the possible parse trees (Noun phrases, Verb phrases, etc ..).
  • Questions: making an AI that process a question and answers it.

Contribution

• All the projects are pre-made by the staff of CS50 AI course, while i solved the AI part of every project.