Artificial Intelligence
Explore the foundations and cutting-edge concepts of AI, from classical search algorithms to modern transformer architectures.
13
Total Topics
4
Categories
Introduction to AI
3 topicsBeginner8 min
What is Artificial Intelligence?
History, definitions, and the Turing test.
Introduction to AI
Beginner10 min
Types of AI: Narrow vs General vs Super
ANI, AGI, ASI explained with examples.
Introduction to AI
Intermediate15 min
AI Problem Solving & Search
BFS, DFS, A* and heuristic search.
Introduction to AI
Knowledge & Reasoning
3 topicsNeural Networks
4 topicsBeginner12 min
Introduction to Neural Networks
Perceptrons, activation functions, layers.
Neural Networks
Intermediate18 min
Backpropagation Algorithm
Gradient descent and weight updates.
Neural Networks
Advanced25 min
Convolutional Neural Networks
CNNs for image recognition.
Neural Networks
Advanced30 min
Transformers & Attention
The architecture behind GPT and BERT.
Neural Networks