CodeEmporium

@UC5_6ZD6s8klmMu9TXEB_1IA - 155K subscribers

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.

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DINO - Explained!

DINO - Explained! CodeEmporium

775 views - 1 week ago

Knowledge Distillation in Neural Networks - Explained!

Knowledge Distillation in Neural Networks - Explained! CodeEmporium

1.1K views - 2 weeks ago

CLIP - Explained!

CLIP - Explained! CodeEmporium

1.4K views - 1 month ago

Swin transformer - Explained!

Swin transformer - Explained! CodeEmporium

2.2K views - 1 month ago

DETR - Explained!

DETR - Explained! CodeEmporium

2.3K views - 1 month ago

Vision Transformers - Explained!

Vision Transformers - Explained! CodeEmporium

5.2K views - 3 months ago

Feature Pyramid Networks - Explained!

Feature Pyramid Networks - Explained! CodeEmporium

1.2K views - 3 months ago

Depthwise Separable Convolutions - Explained!

Depthwise Separable Convolutions - Explained! CodeEmporium

1.6K views - 4 months ago

Mask R-CNN - Explained!

Mask R-CNN - Explained! CodeEmporium

1.5K views - 4 months ago

YOLO - Explained!

YOLO - Explained! CodeEmporium

5.2K views - 4 months ago

Faster R-CNN - Explained!

Faster R-CNN - Explained! CodeEmporium

2.8K views - 5 months ago

ResNet - Explained!

ResNet - Explained! CodeEmporium

4K views - 5 months ago

Fast R-CNN - Explained!

Fast R-CNN - Explained! CodeEmporium

3.1K views - 5 months ago

VGGNet - Explained!

VGGNet - Explained! CodeEmporium

2.1K views - 5 months ago

Inception Net - Explained! (with code)

Inception Net - Explained! (with code) CodeEmporium

1.2K views - 5 months ago

Pointwise Convolutions - EXPLAINED (with code)

Pointwise Convolutions - EXPLAINED (with code) CodeEmporium

1.1K views - 6 months ago

Deconvolution - what do networks learn? (visualization + code)

Deconvolution - what do networks learn? (visualization + code) CodeEmporium

1.2K views - 6 months ago

R-CNN - Explained!

R-CNN - Explained! CodeEmporium

2.9K views - 6 months ago

Region Proposals - Explained!

Region Proposals - Explained! CodeEmporium

1.5K views - 7 months ago

Image segmentation - Explained!

Image segmentation - Explained! CodeEmporium

2.5K views - 7 months ago

How was object detection done before neural networks?

How was object detection done before neural networks? CodeEmporium

1K views - 7 months ago

Why neural networks are so deep? (AlexNet - Explained)

Why neural networks are so deep? (AlexNet - Explained) CodeEmporium

1.8K views - 7 months ago

Visualizing convolution networks

Visualizing convolution networks CodeEmporium

1.4K views - 8 months ago

Why convolution networks work so well (on images)

Why convolution networks work so well (on images) CodeEmporium

1.4K views - 8 months ago

Convolution Network back propagation by hand | the math you should know!

Convolution Network back propagation by hand | the math you should know! CodeEmporium

1.4K views - 8 months ago

Back propagation by hand | the math you should know

Back propagation by hand | the math you should know CodeEmporium

2.5K views - 9 months ago

Where did convolution networks come from?

Where did convolution networks come from? CodeEmporium

1.9K views - 9 months ago

Primary Visual Cortex: How brain processes what we see

Primary Visual Cortex: How brain processes what we see CodeEmporium

1.2K views - 10 months ago

Receptive Fields - Explained

Receptive Fields - Explained CodeEmporium

3.9K views - 11 months ago

Visual Pathway - Explained

Visual Pathway - Explained CodeEmporium

1.4K views - 11 months ago

Vision: Structure of the eye - Explained!

Vision: Structure of the eye - Explained! CodeEmporium

1.8K views - 11 months ago

Reinforcement Learning: Zero to Hero

Reinforcement Learning: Zero to Hero CodeEmporium

6.8K views - 11 months ago

Evolution of Neural Networks: Zero to Hero

Evolution of Neural Networks: Zero to Hero CodeEmporium

2.6K views - 1 year ago

Evolution of back propagation: Who invented it?

Evolution of back propagation: Who invented it? CodeEmporium

987 views - 1 year ago

Mutli layer perceptron - Explained!

Mutli layer perceptron - Explained! CodeEmporium

1.1K views - 1 year ago

Boltzmann Machine - Explained!

Boltzmann Machine - Explained! CodeEmporium

7.8K views - 1 year ago

Hopfield Networks - Explained!

Hopfield Networks - Explained! CodeEmporium

6.4K views - 1 year ago

ADALINE: Adaptive Linear Neurons - EXPLAINED!

ADALINE: Adaptive Linear Neurons - EXPLAINED! CodeEmporium

2K views - 1 year ago

Perceptron - Explained!

Perceptron - Explained! CodeEmporium

1.7K views - 1 year ago

The first artificial neuron - Explained!

The first artificial neuron - Explained! CodeEmporium

2K views - 1 year ago

LLM Agents - Explained!

LLM Agents - Explained! CodeEmporium

7.7K views - 1 year ago

LLM Self-Taught Reasoning - Explained!

LLM Self-Taught Reasoning - Explained! CodeEmporium

4.8K views - 1 year ago

Chain-of-thought prompting - Explained!

Chain-of-thought prompting - Explained! CodeEmporium

21K views - 1 year ago

LoRA - Explained!

LoRA - Explained! CodeEmporium

20.3K views - 1 year ago

LLM (Parameter Efficient) Fine Tuning - Explained!

LLM (Parameter Efficient) Fine Tuning - Explained! CodeEmporium

10.2K views - 1 year ago

RAG - Explained!

RAG - Explained! CodeEmporium

6.4K views - 1 year ago

genAI - EXPLAINED!

genAI - EXPLAINED! CodeEmporium

4.1K views - 1 year ago

genAI vs ChatGPT vs LLMs - Buzzwords Explained!

genAI vs ChatGPT vs LLMs - Buzzwords Explained! CodeEmporium

4.1K views - 1 year ago

Informer: Training and Inference

Informer: Training and Inference CodeEmporium

2.7K views - 1 year ago

Informer: Complete Code from scratch!

Informer: Complete Code from scratch! CodeEmporium

3K views - 1 year ago

Informer: complete architecture EXPLAINED!

Informer: complete architecture EXPLAINED! CodeEmporium

2.9K views - 1 year ago

Informer Encoder architecture - EXPLAINED!

Informer Encoder architecture - EXPLAINED! CodeEmporium

1.2K views - 1 year ago

Informer embeddings - EXPLAINED!

Informer embeddings - EXPLAINED! CodeEmporium

2.6K views - 1 year ago

Informer distillation - EXPLAINED!

Informer distillation - EXPLAINED! CodeEmporium

1.8K views - 1 year ago

Informer attention code - FROM SCRATCH!

Informer attention code - FROM SCRATCH! CodeEmporium

3.2K views - 1 year ago

Informer attention Architecture - FROM SCRATCH!

Informer attention Architecture - FROM SCRATCH! CodeEmporium

5.8K views - 1 year ago

Informer: Time series Transformer - EXPLAINED!

Informer: Time series Transformer - EXPLAINED! CodeEmporium

28.7K views - 1 year ago

Hyper parameters - EXPLAINED!

Hyper parameters - EXPLAINED! CodeEmporium

3.4K views - 1 year ago

How much training data does a neural network need?

How much training data does a neural network need? CodeEmporium

3.9K views - 2 years ago

NLP with Neural Networks | ngram to LLMs

NLP with Neural Networks | ngram to LLMs CodeEmporium

4.3K views - 2 years ago