Core AI

Large Language Models

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

25,643
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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Multi-armed bandit algorithms - ETC Explore then Commit
Large Language Models ⚡ AI Lesson
Multi-armed bandit algorithms - ETC Explore then Commit
Sophia Yang Intermediate 4y ago
What is Engagement Rate? | Marketing Analytics for Beginners | Part 12
Large Language Models
What is Engagement Rate? | Marketing Analytics for Beginners | Part 12
Data Science Dojo Beginner 4y ago
Transcribe Twilio Phone Calls in Real-Time with AssemblyAI | JavaScript WebSockets Tutorial
Large Language Models
Transcribe Twilio Phone Calls in Real-Time with AssemblyAI | JavaScript WebSockets Tutorial
AssemblyAI Beginner 4y ago
Support for password authentication was removed. Please use a personal access token - RStudio Cloud
Large Language Models
Support for password authentication was removed. Please use a personal access token - RStudio Cloud
1littlecoder Beginner 4y ago
NestJs Course for Beginners - Create a REST API
Large Language Models ⚡ AI Lesson
NestJs Course for Beginners - Create a REST API
freeCodeCamp.org Beginner 4y ago
Moshe Bar | Mindwandering: How It Can Improve Your Mood and Boost Your Creativity | Talks at Google
Large Language Models
Moshe Bar | Mindwandering: How It Can Improve Your Mood and Boost Your Creativity | Talks at Google
Talks at Google Advanced 4y ago
Streamlit for ML #5.2 - MUI Card Component Build
Large Language Models ⚡ AI Lesson
Streamlit for ML #5.2 - MUI Card Component Build
James Briggs Beginner 4y ago
Convert Speech-To-Text In Python in 60 seconds!
Large Language Models
Convert Speech-To-Text In Python in 60 seconds!
AssemblyAI Beginner 4y ago
CM3: A Causal Masked Multimodal Model of the Internet (Paper Explained w/ Author Interview)
Large Language Models ⚡ AI Lesson
CM3: A Causal Masked Multimodal Model of the Internet (Paper Explained w/ Author Interview)
Yannic Kilcher Beginner 4y ago
What are Web Cookies? | Marketing Analytics for Beginners | Part 11
Large Language Models
What are Web Cookies? | Marketing Analytics for Beginners | Part 11
Data Science Dojo Beginner 4y ago
Uso una IA para PROGRAMAR el JUEGO del Wordle! (y funciona) | CODEX
Large Language Models
Uso una IA para PROGRAMAR el JUEGO del Wordle! (y funciona) | CODEX
Dot CSV Intermediate 4y ago
Streamlit for ML #5.1 - Custom React Components in Streamlit Setup
Large Language Models ⚡ AI Lesson
Streamlit for ML #5.1 - Custom React Components in Streamlit Setup
James Briggs Beginner 4y ago
CS50 Lecture by Steve Ballmer - CS50 Reels #Shorts
Large Language Models
CS50 Lecture by Steve Ballmer - CS50 Reels #Shorts
CS50 Beginner 4y ago
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning (w/ Author)
Large Language Models ⚡ AI Lesson
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning (w/ Author)
Yannic Kilcher Beginner 4y ago
¡AlphaCode de DeepMind APRENDE a PROGRAMAR... y también A COMPETIR!
Large Language Models
¡AlphaCode de DeepMind APRENDE a PROGRAMAR... y también A COMPETIR!
Dot CSV Advanced 4y ago
Research talk: AI for drug discovery
Large Language Models
Research talk: AI for drug discovery
Microsoft Research Advanced 4y ago
Research Talk: Enhancing the robustness of massive language models via invariant risk minimization
Large Language Models ⚡ AI Lesson
Research Talk: Enhancing the robustness of massive language models via invariant risk minimization
Microsoft Research Intermediate 4y ago
AI Weekly Update - February 7th, 2022
Large Language Models
AI Weekly Update - February 7th, 2022
Connor Shorten Beginner 4y ago
Paper Reading Group: ConvNext
Large Language Models
Paper Reading Group: ConvNext
Weights & Biases Beginner 4y ago
Three Category Of Techniques for NLP : NLP Tutorial For Beginners In Python - S1 E4
Large Language Models
Three Category Of Techniques for NLP : NLP Tutorial For Beginners In Python - S1 E4
codebasics Beginner 4y ago
Introduction to Attention, Transformers and NLP in Keras
Large Language Models
Introduction to Attention, Transformers and NLP in Keras
Weights & Biases Beginner 4y ago
Hub Featureton
Large Language Models
Hub Featureton
HuggingFace Advanced 4y ago
How I post banger tweets with artificial intelligence // Twitter Bot Tutorial
Large Language Models
How I post banger tweets with artificial intelligence // Twitter Bot Tutorial
Fireship Beginner 4y ago
Can you outsmart the fallacy that divided a nation? - Elizabeth Cox
Large Language Models
Can you outsmart the fallacy that divided a nation? - Elizabeth Cox
TED-Ed Beginner 4y ago
Making Transformers go brum, brum, brum 🏎 (with Lewis Tunstall)
Large Language Models ⚡ AI Lesson
Making Transformers go brum, brum, brum 🏎 (with Lewis Tunstall)
Abhishek Thakur Beginner 4y ago
AI Weekly Update - January 31st, 2022
Large Language Models
AI Weekly Update - January 31st, 2022
Connor Shorten Beginner 4y ago
Build a Deep Q&A Web App with Transformers and Anvil | Python Deep Learning App
Large Language Models
Build a Deep Q&A Web App with Transformers and Anvil | Python Deep Learning App
Nicholas Renotte Beginner 4y ago
New Battery DOUBLES Range of Tesla Model S in Road Test
Large Language Models ⚡ AI Lesson
New Battery DOUBLES Range of Tesla Model S in Road Test
ColdFusion Beginner 4y ago
Build Image Captioning Python App with ViT & GPT2 using Hugging Face Models | Applied Deep Learning
Large Language Models
Build Image Captioning Python App with ViT & GPT2 using Hugging Face Models | Applied Deep Learning
1littlecoder Beginner 4y ago
Getting Started with OpenAI API and GPT-3 | Beginner Python Tutorial
Large Language Models ⚡ AI Lesson
Getting Started with OpenAI API and GPT-3 | Beginner Python Tutorial
AssemblyAI Beginner 4y ago
How to create your FIRST NEURAL NETWORK with TensorFlow!
Large Language Models
How to create your FIRST NEURAL NETWORK with TensorFlow!
AssemblyAI Beginner 4y ago
What Is Customer Churn? | Marketing Analytics for Beginners | Part 10
Large Language Models ⚡ AI Lesson
What Is Customer Churn? | Marketing Analytics for Beginners | Part 10
Data Science Dojo Beginner 4y ago
I created a Python App to study FASTER
Large Language Models
I created a Python App to study FASTER
AssemblyAI Beginner 4y ago
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents (+Author)
Large Language Models
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents (+Author)
Yannic Kilcher Beginner 4y ago
Roundtable discussion: Beyond language models: Knowledge, multiple modalities, and more
Large Language Models
Roundtable discussion: Beyond language models: Knowledge, multiple modalities, and more
Microsoft Research Beginner 4y ago
Research talk: Knowledgeable pre-trained language models
Large Language Models
Research talk: Knowledgeable pre-trained language models
Microsoft Research Beginner 4y ago
Research talk: NUWA: Neural visual world creation with multimodal pretraining
Large Language Models
Research talk: NUWA: Neural visual world creation with multimodal pretraining
Microsoft Research Beginner 4y ago
Research talk: Large-scale, self-supervised pretraining: From language to vision
Large Language Models
Research talk: Large-scale, self-supervised pretraining: From language to vision
Microsoft Research Beginner 4y ago
Roundtable discussion: Efficient and adaptable large-scale AI
Large Language Models
Roundtable discussion: Efficient and adaptable large-scale AI
Microsoft Research Advanced 4y ago
Research talk: Prompt tuning: What works and what's next
Large Language Models
Research talk: Prompt tuning: What works and what's next
Microsoft Research Advanced 4y ago
Research talk: Transformer efficiency: From model compression to training acceleration
Large Language Models ⚡ AI Lesson
Research talk: Transformer efficiency: From model compression to training acceleration
Microsoft Research Advanced 4y ago
What is Layer Normalization? | Deep Learning Fundamentals
Large Language Models ⚡ AI Lesson
What is Layer Normalization? | Deep Learning Fundamentals
AssemblyAI Beginner 4y ago
GPT-NeoX-20B - Open-Source huge language model by EleutherAI (Interview w/ co-founder Connor Leahy)
Large Language Models
GPT-NeoX-20B - Open-Source huge language model by EleutherAI (Interview w/ co-founder Connor Leahy)
Yannic Kilcher Beginner 4y ago
Should You Use PyTorch or TensorFlow in 2022?
Large Language Models ⚡ AI Lesson
Should You Use PyTorch or TensorFlow in 2022?
AssemblyAI Beginner 4y ago
What are Labels? | Marketing Analytics for Beginners | Part 9
Large Language Models
What are Labels? | Marketing Analytics for Beginners | Part 9
Data Science Dojo Beginner 4y ago
Q-Learning Explained - Reinforcement Learning Tutorial
Large Language Models ⚡ AI Lesson
Q-Learning Explained - Reinforcement Learning Tutorial
AssemblyAI Beginner 4y ago
Weight Initialization for Deep Feedforward Neural Networks
Large Language Models
Weight Initialization for Deep Feedforward Neural Networks
AssemblyAI Beginner 4y ago
Training a token classification model with fast.ai
Large Language Models ⚡ AI Lesson
Training a token classification model with fast.ai
Weights & Biases Beginner 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Multimodal Generative AI: Vision, Speech, and Assistants
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Self-paced
Multimodal Generative AI: Vision, Speech, and Assistants
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ELL Success in the Content Classroom: Capstone Project
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Self-paced
ELL Success in the Content Classroom: Capstone Project
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Generative AI and Prompt Engineering Essentials
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Self-paced
Generative AI and Prompt Engineering Essentials
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Futuro de los datos y la tecnología - Echar un vistazo
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Self-paced
Futuro de los datos y la tecnología - Echar un vistazo
Opens on Coursera ↗
NVIDIA: Large Language Models and Generative AI Deployment
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Self-paced
NVIDIA: Large Language Models and Generative AI Deployment
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Intro to Claude AI
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Self-paced
Intro to Claude AI
Opens on Coursera ↗