Lecture 6

Lecture 7

Solved Past Papers

Machine Learning and its types

Python Programming

Textbooks

Stuart J. Russell and Peter Norvig

Third Edition

PEARSON SERIES IN ARTIFICIAL INTELLIGENCE

Forth Edition

Anaconda3-2022.05-Windows-x86_64

Anaconda3 2024.06-1 Windows-x86_64

Anaconda3
Latest Version

Important Topics for Preparation

  1. AI and Its Types
  2. Searching Algorithm (informed and uninformed)
  3. Genetic Algorithms
  4. Supervised and Unsupervised Learning 
  5. Regression and Classification Learning 
  6. Neural Network 
  7. Gradient Decent Algorithm and its Types
  8. Cost Function (For Regression and Classification)