Artificial Intelligence

Faculty: Department of Computer Science and Engineering

Batch: 2024

Description

This course provides an introduction to artificial intelligence concepts and their applications. Students will learn about search algorithms, game playing, knowledge representation, reasoning, and natural language processing. The course will also cover advanced topics such as deep learning, reinforcement learning, and robotics. By the end of the course, students should have a deep understanding of AI concepts and be able to apply them to solve real-world problems.

Projects

• Tic Tac Toe Game Playing Agent
• Handwritten Digit Recognition Using Convolutional Neural Networks

References

• Artificial Intelligence course by Stanford University
• Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig

Books

• Deep Learning by Yoshua Bengio, Ian Goodfellow, and Aaron Courville
• Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto

Exam Papers

• Midsem
  • Link 1