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[1hr Talk] Intro to Large Language ModelsAndrej Karpathy · 4.3M views · 2 yr ago

Optimization with Linear Programming (and the Simplex Algorithm), Main Ideas!!!StatQuest with Josh Starmer · 22.6K views · 4 mo ago

The Simplex Algorithm, Mathematical Details!!!StatQuest with Josh Starmer · 18.1K views · 3 mo ago

TRIPLE BAM!!! With Josh, Luis and special guest Brandon RohrerStatQuest with Josh Starmer · 7.2K views · 2 mo ago

StatQuest: Random Forests Part 2: Missing data and clusteringStatQuest with Josh Starmer · 15K views · 5 mo ago

Let's reproduce GPT-2 (124M)Andrej Karpathy · 1.2M views · 2 yr ago

False Discovery Rates, FDR, clearly explainedStatQuest with Josh Starmer · 8.9K views · 5 mo ago

QuizCoding Stable Diffusion from scratch in PyTorchUmar Jamil · 225.6K views · 3 yr ago

The spelled-out intro to language modeling: building makemoreAndrej Karpathy · 1.3M views · 4 yr ago

QuizCoding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanationUmar Jamil · 147.3K views · 2 yr ago

QuizFlash Attention derived and coded from first principles with Triton (Python)Umar Jamil · 108.8K views · 1 yr ago

QuizReinforcement Learning with Human Feedback (RLHF), Clearly Explained!!!StatQuest with Josh Starmer · 80.3K views · 1 yr ago

How AI works in Super Simple Terms!!!StatQuest with Josh Starmer · 41.4K views · 9 mo ago

Training a Unitree G1 to Walk w/ Reinforcement Learningsentdex · 53.4K views · 10 mo ago

Building makemore Part 2: MLPAndrej Karpathy · 612.4K views · 4 yr ago

QuizRetrieval Augmented Generation (RAG) Explained: Embedding, Sentence BERT, Vector Database (HNSW)Umar Jamil · 92.3K views · 2 yr ago

Building makemore Part 3: Activations & Gradients, BatchNormAndrej Karpathy · 568.7K views · 4 yr ago

QuizBERT explained: Training, Inference, BERT vs GPT/LLamA, Fine tuning, [CLS] tokenUmar Jamil · 87.5K views · 3 yr ago

QuizQuantization explained with PyTorch - Post-Training Quantization, Quantization-Aware TrainingUmar Jamil · 62.3K views · 2 yr ago

Building makemore Part 4: Becoming a Backprop NinjaAndrej Karpathy · 389.6K views · 4 yr ago

Building makemore Part 5: Building a WaveNetAndrej Karpathy · 304.9K views · 3 yr ago

QuizDirect Preference Optimization (DPO) explained: Bradley-Terry model, log probabilities, mathUmar Jamil · 40.7K views · 2 yr ago

QuizMistral / Mixtral Explained: Sliding Window Attention, Sparse Mixture of Experts, Rolling BufferUmar Jamil · 43.2K views · 2 yr ago

StatQuest: Career Advice from Tech Industry LeadersStatQuest with Josh Starmer · 33.7K views · 1 yr ago

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