Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

25,652
lessons
Skills in this topic
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LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding
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Lecture 14: Limited Attention
Large Language Models
Lecture 14: Limited Attention
MIT OpenCourseWare Beginner 4y ago
¿Qué es un TRANSFORMER? La Red Neuronal que lo cambió TODO!
Large Language Models
¿Qué es un TRANSFORMER? La Red Neuronal que lo cambió TODO!
Dot CSV Beginner 4y ago
Natural Language Processing with spaCy & Python - Course for Beginners
Large Language Models ⚡ AI Lesson
Natural Language Processing with spaCy & Python - Course for Beginners
freeCodeCamp.org Beginner 4y ago
How Hidden Technology Transformed Bowling
Large Language Models ⚡ AI Lesson
How Hidden Technology Transformed Bowling
Veritasium Beginner 4y ago
What are Session-Based Recommenders?
Large Language Models
What are Session-Based Recommenders?
NVIDIA Developer Beginner 4y ago
Build NLP Pipelines with HuggingFace Datasets
Large Language Models ⚡ AI Lesson
Build NLP Pipelines with HuggingFace Datasets
James Briggs Beginner 4y ago
Does GPT-3 lie? - Misinformation and fear-mongering around the TruthfulQA dataset
Large Language Models
Does GPT-3 lie? - Misinformation and fear-mongering around the TruthfulQA dataset
Yannic Kilcher Beginner 4y ago
Metadata Filtering for Vector Search + Latest Filter Tech
Large Language Models ⚡ AI Lesson
Metadata Filtering for Vector Search + Latest Filter Tech
James Briggs Beginner 4y ago
Three Explorations on Pre-Training: an Analysis, an Approach, and an Architecture
Large Language Models ⚡ AI Lesson
Three Explorations on Pre-Training: an Analysis, an Approach, and an Architecture
Microsoft Research Advanced 4y ago
Get the feature names output by a ColumnTransformer
Large Language Models
Get the feature names output by a ColumnTransformer
Data School Beginner 4y ago
12. Bellman-Ford
Large Language Models
12. Bellman-Ford
MIT OpenCourseWare Beginner 4y ago
OpenAI Codex: An AI That Writes Video Games! 🤖
Large Language Models
OpenAI Codex: An AI That Writes Video Games! 🤖
Two Minute Papers Intermediate 4y ago
React Group Video Calling App Tutorial
Large Language Models
React Group Video Calling App Tutorial
Tech With Tim Beginner 4y ago
Frederick Douglass: Crash Course Black American History #17
Large Language Models
Frederick Douglass: Crash Course Black American History #17
CrashCourse Beginner 4y ago
Emily M. Bender — Language Models and Linguistics
Large Language Models ⚡ AI Lesson
Emily M. Bender — Language Models and Linguistics
Weights & Biases Beginner 4y ago
Solidity, Blockchain, and Smart Contract Course – Beginner to Expert Python Tutorial
Large Language Models ⚡ AI Lesson
Solidity, Blockchain, and Smart Contract Course – Beginner to Expert Python Tutorial
freeCodeCamp.org Beginner 4y ago
Search Query Expansion using Natural Language Processing and Machine Learning | Community Webinar
Large Language Models
Search Query Expansion using Natural Language Processing and Machine Learning | Community Webinar
Data Science Dojo Beginner 4y ago
AI Content Creation Showdown: Is Jasper.ai BETTER than your writer?
Large Language Models
AI Content Creation Showdown: Is Jasper.ai BETTER than your writer?
Authority Hacker Podcast Beginner 4y ago
Generalization in Open-Domain Question Answering
Large Language Models
Generalization in Open-Domain Question Answering
Connor Shorten Beginner 4y ago
Favorite Python Books: Effective Python
Large Language Models
Favorite Python Books: Effective Python
Jay Alammar Beginner 4y ago
ALiBi - Train Short, Test Long: Attention with linear biases enables input length extrapolation
Large Language Models
ALiBi - Train Short, Test Long: Attention with linear biases enables input length extrapolation
Yannic Kilcher Beginner 4y ago
Prescribing Poisons for Healing? A Lesson from Traditional Chinese Pharmacy with Dr Yan Liu PhD
Large Language Models ⚡ AI Lesson
Prescribing Poisons for Healing? A Lesson from Traditional Chinese Pharmacy with Dr Yan Liu PhD
TCM Academy Intermediate 4y ago
MLOps in a Nutshell #shorts
Large Language Models ⚡ AI Lesson
MLOps in a Nutshell #shorts
Nicholas Renotte Intermediate 4y ago
What Is A SWOT Analysis? How To Make One For Your Business (Plus A Free Template)
Large Language Models ⚡ AI Lesson
What Is A SWOT Analysis? How To Make One For Your Business (Plus A Free Template)
Learn With Shopify Beginner 4y ago
Use FunctionTransformer to convert functions into transformers
Large Language Models
Use FunctionTransformer to convert functions into transformers
Data School Beginner 4y ago
ALiBi | Train Short, Test Long: Attention With Linear Biases Enables Input Length Extrapolation
Large Language Models
ALiBi | Train Short, Test Long: Attention With Linear Biases Enables Input Length Extrapolation
Aleksa Gordić - The AI Epiphany Beginner 4y ago
I used GPT-3 to Write Poetry • Is AI the Future of Creative Writing?
Large Language Models
I used GPT-3 to Write Poetry • Is AI the Future of Creative Writing?
pixegami Beginner 4y ago
What is tokenization and how does it work? Tokenizers explained.
Large Language Models
What is tokenization and how does it work? Tokenizers explained.
AI Coffee Break with Letitia Beginner 4y ago
Joscha Bach: Nature of Reality, Dreams, and Consciousness | Lex Fridman Podcast #212
Large Language Models
Joscha Bach: Nature of Reality, Dreams, and Consciousness | Lex Fridman Podcast #212
Lex Fridman Beginner 4y ago
How Tesla Autopilot Feature works
Large Language Models
How Tesla Autopilot Feature works
What's AI by Louis-François Bouchard Beginner 4y ago
Talks S2E2 (Vasudev Gupta): Understanding BigBird (Transformers for Longer Sequences)
Large Language Models ⚡ AI Lesson
Talks S2E2 (Vasudev Gupta): Understanding BigBird (Transformers for Longer Sequences)
Abhishek Thakur Beginner 4y ago
Convolutional Networks for Heart Disease Prediction (AlphaCare: Episode 1)
Large Language Models
Convolutional Networks for Heart Disease Prediction (AlphaCare: Episode 1)
Siraj Raval Beginner 4y ago
The END for developers? First look at OpenAI Codex + Python Tutorial
Large Language Models ⚡ AI Lesson
The END for developers? First look at OpenAI Codex + Python Tutorial
Nicholas Renotte Beginner 4y ago
Transformers, explained: Understand the model behind GPT, BERT, and T5
9:11
Large Language Models ⚡ AI Lesson
Transformers, explained: Understand the model behind GPT, BERT, and T5
Google Cloud Tech Beginner 4y ago
Run a Batch Transform Job using Hugging Face Transformers and Amazon SageMaker
Large Language Models
Run a Batch Transform Job using Hugging Face Transformers and Amazon SageMaker
HuggingFace Intermediate 4y ago
Prototype AGI demo - Natural Language Cognitive Architecture "NLCA" running on GPT-3
Large Language Models
Prototype AGI demo - Natural Language Cognitive Architecture "NLCA" running on GPT-3
David Shapiro Intermediate 4y ago
Lookout System: National Television Commercial (1998)
Large Language Models ⚡ AI Lesson
Lookout System: National Television Commercial (1998)
Microsoft Research Intermediate 4y ago
What is OpenAI Codex? AI Coding Engine (Not open sourced) from OpenAI
Large Language Models
What is OpenAI Codex? AI Coding Engine (Not open sourced) from OpenAI
1littlecoder Beginner 4y ago
W&B Study Group: fastai w/ Hugging Face Demo Day
Large Language Models
W&B Study Group: fastai w/ Hugging Face Demo Day
Weights & Biases Intermediate 4y ago
How to train & deploy transformer models (BERT, RoBERTa, XLNet, etc.) without writing any code!
Large Language Models
How to train & deploy transformer models (BERT, RoBERTa, XLNet, etc.) without writing any code!
Abhishek Thakur Beginner 4y ago
AI Weekly Update - August 7th, 2021 (#40)
Large Language Models
AI Weekly Update - August 7th, 2021 (#40)
Connor Shorten Beginner 4y ago
The Louisiana Rebellion of 1811: Crash Course Black American History #12
Large Language Models
The Louisiana Rebellion of 1811: Crash Course Black American History #12
CrashCourse Beginner 4y ago
What Can Huge Neural Networks do?
Large Language Models
What Can Huge Neural Networks do?
sentdex Beginner 4y ago
How to Build a Bert WordPiece Tokenizer in Python and HuggingFace
Large Language Models
How to Build a Bert WordPiece Tokenizer in Python and HuggingFace
James Briggs Intermediate 4y ago
17. Dynamic Programming, Part 3: APSP, Parens, Piano
Large Language Models
17. Dynamic Programming, Part 3: APSP, Parens, Piano
MIT OpenCourseWare Beginner 4y ago
Quiz 2 Review
Large Language Models ⚡ AI Lesson
Quiz 2 Review
MIT OpenCourseWare Beginner 4y ago
Locality Sensitive Hashing (LSH) for Search with Shingling + MinHashing (Python)
Large Language Models ⚡ AI Lesson
Locality Sensitive Hashing (LSH) for Search with Shingling + MinHashing (Python)
James Briggs Beginner 4y ago
Vectorize two text columns in a ColumnTransformer
Large Language Models ⚡ AI Lesson
Vectorize two text columns in a ColumnTransformer
Data School Beginner 4y ago
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Gemini in Google Meet - Español
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Gemini in Google Meet - Español
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Build an LLM and RAG-based Chat Application using AlloyDB and LangChain
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Build an LLM and RAG-based Chat Application using AlloyDB and LangChain
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How To Visualize Your Data Using Microsoft Powerpoint
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How To Visualize Your Data Using Microsoft Powerpoint
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AI for Grant Writing
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Gemini for DevOps Engineers
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Gemini for DevOps Engineers
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Improve Your Sleep, Fall Asleep Faster, And Be More Rested
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Improve Your Sleep, Fall Asleep Faster, And Be More Rested
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