Artificial Intelligence

Artificial Intelligence

Crash Course

• Really Really Good Overview of Artificial Intelligence – Crash Course Artificial Intelligence [Extremely Recommended]

Syllabus & Important Topics

• Syllabus
• List Of Important Topics

Chapters

1. Chapter 1 – Introduction
2. Chapter 2 – Problem Solving
3. Chapter 3 – Search Techniques
4. Chapter 4 – Knowledge Representation, Inference & Reasoning
5. Chapter 5 – Structured Knowledge Representation
6. Chapter 6 – Machine Learning
7. Chapter 7 – Application of AI

Notes & Slides

• BSC CSIT Notes (Detailed Explanations)
• Summary Of Chapters
• Notes From Dhapakhel
• Slides Of All Chapters

Old Questions

• Old Question Collection [Recommended]
• List Of Important Topics (repeat)

Assignments

• Assignment 1 Question – link
• Assignment 2 Question – link

Assignment Solutions

• Assignment 1 Solution
• Assignment 2 Solution

Extremely Important Topics

• All Chapter Important Topics

YouTube Playlists

• Chapter 1 – Introduction
• Chapter 2 – Problem Solving
• Chapter 3 – Search Techniques
• Chapter 4 – Knowledge Representation
• Chapter 5 – Structured Knowledge Representation
• Chapter 6 – Machine Learning
• Chapter 7 – Applications Of AI
• All Chapter Videos – link

Class Notes [Recommended]

1. Chapter 1 & 2 – Introduction & Problem Solving
2. Chapter 3 – Search Techniques (Incomplete)
3. Chapter 4 – Knowledge Representation, Inference & Reasoning
4. Chapter 5 – Structured Knowledge Representation
5. Chapter 6 – Machine Learning
6. Chapter 7 – Applications of AI (Neural network algorithms incomplete)

Lab Reports

• Lab 1
• Lab 2
• Lab 3

Further Reading

• Artificial Intelligence: A Modern Approach
• Puzzles In Crypt-Arithmetic