CodeEmporium
Mission: In the next 2 years, we aim to create comprehensive AI educational content to show you how fascinating the field is. In the process, I hope to make you a curious mind.
Where did convolution networks come from?
Primary Visual Cortex: How brain processes what we see
Receptive Fields - Explained
Visual Pathway - Explained
Vision: Structure of the eye - Explained!
Reinforcement Learning: Zero to Hero
Evolution of Neural Networks: Zero to Hero
Evolution of back propagation: Who invented it?
Mutli layer perceptron - Explained!
Boltzmann Machine - Explained!
Hopfield Networks - Explained!
ADALINE: Adaptive Linear Neurons - EXPLAINED!
Perceptron - Explained!
The first artificial neuron - Explained!
LLM Agents - Explained!
LLM Self-Taught Reasoning - Explained!
Chain-of-thought prompting - Explained!
LoRA - Explained!
LLM (Parameter Efficient) Fine Tuning - Explained!
RAG - Explained!
genAI - EXPLAINED!
genAI vs ChatGPT vs LLMs - Buzzwords Explained!
Informer: Training and Inference
Informer: Complete Code from scratch!
Informer: complete architecture EXPLAINED!
Informer Encoder architecture - EXPLAINED!
Informer embeddings - EXPLAINED!
Informer distillation - EXPLAINED!
Informer attention code - FROM SCRATCH!
Informer attention Architecture - FROM SCRATCH!