StatQuest with Josh Starmer — transcripts.

1Optimization with Linear Programming (and the Simplex Algorithm), Main Ideas!!! 2StatQuest: Random Forests Part 2: Missing data and clustering 3False Discovery Rates, FDR, clearly explained 4The Essence of Linear Regression!!! 5How AI works in Super Simple Terms!!! 6StatQuest: Career Advice from Tech Industry Leaders 7Reinforcement Learning with Human Feedback (RLHF), Clearly Explained!!! 8Reinforcement Learning with Neural Networks: Mathematical Details 9Reinforcement Learning with Neural Networks: Essential Concepts 10Reinforcement Learning: Essential Concepts 11Encoder-Only Transformers (like BERT) for RAG, Clearly Explained!!! 12Human Stories in AI: Nana Janashia@TechWorld With Nana 13A few more lessons from my Pop! 14Human Stories in AI: Abbas Merchant@Matics Analytics 15Coding a ChatGPT Like Transformer From Scratch in PyTorch 16Human Stories in AI: Amy Finnegan 17Human Stories in AI: Xavier Moyá 18Human Stories in AI: Tommy Tang 19Human Stories in AI: Simon Stochholm 20Log_e Song - Official Lyric Video 21Human Stories in AI: Brian Risk@devra.ai 22The matrix math behind transformer neural networks, one step at a time!!! 23Human Stories in AI: Fabio Urbina 24Human Stories in AI: Khushi Jain 25Human Stories in AI: Achal Dixit 26Human Stories in AI: Rick Marks 27Essential Matrix Algebra for Neural Networks, Clearly Explained!!! 28Word Embedding in PyTorch + Lightning 29The Golden Play Button, Clearly Explained!!!’ 30Another 3 lessons from my Pop!!! 31Decoder-Only Transformers, ChatGPTs specific Transformer, Clearly Explained!!! 32Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!! 33Attention for Neural Networks, Clearly Explained!!! 34Sequence-to-Sequence (seq2seq) Encoder-Decoder Neural Networks, Clearly Explained!!! 35The Ukulele: Clearly Explained!!! 36Word Embedding and Word2Vec, Clearly Explained!!! 37The AI Buzz, Episode #5: A new wave of AI-based products and the resurgence of personal applications 38CatBoost Part 2: Building and Using Trees 39CatBoost Part 1: Ordered Target Encoding 40The AI Buzz, Episode #4: ChatGPT + Bing and How to start an AI company in 3 easy steps. 41One-Hot, Label, Target and K-Fold Target Encoding, Clearly Explained!!! 42The AI Buzz, Episode #3: Constitutional AI, Emergent Abilities and Foundation Models 43Mutual Information, Clearly Explained!!! 44Cosine Similarity, Clearly Explained!!! 45Long Short-Term Memory with PyTorch + Lightning 46The AI Buzz, Episode #2: Big data, Reinforcement Learning and Aligning Models 47The AI Buzz, Episode #1: ChatGPT, Transformers and Attention 48Design Matrix Examples in R, Clearly Explained!!! 49Design Matrices For Linear Models, Clearly Explained!!! 50Using Linear Models for t tests and ANOVA, Clearly Explained!!!