Vuk Rosić

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608 videos

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AI Research Scientist | LLMs | Deep Learning | Natural Language Processing | Computer Vision | Reinforcement Learning | Machine Learning | X account: VukRosi...

Latest Videos

Plastics From Scratch - Explained

Plastics From Scratch - Explained

Vuk Rosić

177 views·1 day ago

Learn LLM Transformer Theory From Scratch - Step by Step

Learn LLM Transformer Theory From Scratch - Step by Step

Vuk Rosić

378 views·2 days ago

Rockets From Scratch - Beginner Course

Rockets From Scratch - Beginner Course

Vuk Rosić

858 views·3 days ago

Build Claude Code From Scratch - Full Course

Build Claude Code From Scratch - Full Course

Vuk Rosić

630 views·4 days ago

12-Month GPU Programming Course From Scratch

12-Month GPU Programming Course From Scratch

Vuk Rosić

2.3K views·6 days ago

Day 2 PyTorch From Scratch - Backward Autograd

Day 2 PyTorch From Scratch - Backward Autograd

Vuk Rosić

149 views·1 week ago

Scalar Autograd in PyTorch From Scratch - Tutorial

Scalar Autograd in PyTorch From Scratch - Tutorial

Vuk Rosić

329 views·1 week ago

DeepSeek V4 Attention Architecture - Tutorial

DeepSeek V4 Attention Architecture - Tutorial

Vuk Rosić

446 views·2 weeks ago

DeepSeek V4 Architecture - Tutorial

DeepSeek V4 Architecture - Tutorial

Vuk Rosić

925 views·2 weeks ago

DeepSeek V4 Released - Best AI Model Ever

DeepSeek V4 Released - Best AI Model Ever

Vuk Rosić

4.3K views·2 weeks ago

4 Transformer PyTorch Tasks For Beginners - Tutorial

4 Transformer PyTorch Tasks For Beginners - Tutorial

Vuk Rosić

170 views·2 weeks ago

4 PyTorch Practice Tasks For Beginner AI Researchers - Tutorial

4 PyTorch Practice Tasks For Beginner AI Researchers - Tutorial

Vuk Rosić

213 views·2 weeks ago

Loss Functions From Scratch - Tutorial

Loss Functions From Scratch - Tutorial

Vuk Rosić

227 views·2 weeks ago

Probability Distributions From Scratch - Tutorial

Probability Distributions From Scratch - Tutorial

Vuk Rosić

165 views·2 weeks ago

Vector Embeddings From Scratch - Tutorial

Vector Embeddings From Scratch - Tutorial

Vuk Rosić

199 views·3 weeks ago

Vector Spaces From Scratch - Tutorial

Vector Spaces From Scratch - Tutorial

Vuk Rosić

171 views·3 weeks ago

Layer Normalization From Scratch - Tutorial

Layer Normalization From Scratch - Tutorial

Vuk Rosić

180 views·3 weeks ago

Positional Encoding and RoPE From Scratch Tutorial

Positional Encoding and RoPE From Scratch Tutorial

Vuk Rosić

229 views·3 weeks ago

Learning Rate From Scratch - Tutorial

Learning Rate From Scratch - Tutorial

Vuk Rosić

224 views·3 weeks ago

Learning Rate From Scratch - Full Tutorial

Learning Rate From Scratch - Full Tutorial

Vuk Rosić

204 views·3 weeks ago

Torch Gradients From Scratch - Tutorial

Torch Gradients From Scratch - Tutorial

Vuk Rosić

237 views·3 weeks ago

PyTorch Inductor From Scratch - Tutorial

PyTorch Inductor From Scratch - Tutorial

Vuk Rosić

213 views·3 weeks ago

Cross Entropy Loss From Scratch - Tutorial

Cross Entropy Loss From Scratch - Tutorial

Vuk Rosić

184 views·3 weeks ago

Triton GPU Programming From Scratch - Tutorial

Triton GPU Programming From Scratch - Tutorial

Vuk Rosić

445 views·3 weeks ago

Softmax For Transformers From Scratch - Tutorial

Softmax For Transformers From Scratch - Tutorial

Vuk Rosić

166 views·3 weeks ago

Coding Transformer From Scratch - Tutorial

Coding Transformer From Scratch - Tutorial

Vuk Rosić

369 views·3 weeks ago

Mixed Precision Training From Scratch - Tutorial

Mixed Precision Training From Scratch - Tutorial

Vuk Rosić

207 views·3 weeks ago

5 PyTorch Compile Concepts You MUST Know

5 PyTorch Compile Concepts You MUST Know

Vuk Rosić

244 views·3 weeks ago

PyTorch Autograd From Scratch - Tutorial

PyTorch Autograd From Scratch - Tutorial

Vuk Rosić

320 views·3 weeks ago

torch.compile From Scratch - Tutorial

torch.compile From Scratch - Tutorial

Vuk Rosić

585 views·4 weeks ago

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