Core AI

Large Language Models

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

25,266
lessons
Skills in this topic
View full skill map →
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
Videos 19,496 Reads 5,770
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
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
What is Layer Normalization? | Deep Learning Fundamentals
Large Language Models ⚡ AI Lesson
What is Layer Normalization? | Deep Learning Fundamentals
AssemblyAI Beginner 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
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
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
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
DeepMind's RETRO vs Google's LaMDA
Large Language Models
DeepMind's RETRO vs Google's LaMDA
Martin Andrews Beginner 4y ago
Streamlit for ML #4 - Adding Bootstrap Components
Large Language Models ⚡ AI Lesson
Streamlit for ML #4 - Adding Bootstrap Components
James Briggs Beginner 4y ago
What are Properties? | Marketing Analytics for Beginners | Part 8
Large Language Models
What are Properties? | Marketing Analytics for Beginners | Part 8
Data Science Dojo Beginner 4y ago
Streamlit for ML #3 - Make Apps Fast with Caching
Large Language Models ⚡ AI Lesson
Streamlit for ML #3 - Make Apps Fast with Caching
James Briggs Beginner 4y ago
How I Turn a Boring Product Into a Marketing Success Behind My Most Successful Campaigns
Large Language Models
How I Turn a Boring Product Into a Marketing Success Behind My Most Successful Campaigns
Neil Patel Beginner 4y ago
mining crypto with your internet?!?!
Large Language Models ⚡ AI Lesson
mining crypto with your internet?!?!
NetworkChuck Beginner 4y ago
What is .day?
Large Language Models
What is .day?
Google for Developers Beginner 4y ago
Speaking of intelligence
Large Language Models ⚡ AI Lesson
Speaking of intelligence
Google DeepMind Beginner 4y ago
How to buy Stocks with JavaScript // Algo Trading Tutorial for Dummies
Large Language Models
How to buy Stocks with JavaScript // Algo Trading Tutorial for Dummies
Fireship Beginner 4y ago
XLS-R: Large-Scale Cross-lingual Speech Representation Learning on 128 Languages
Large Language Models
XLS-R: Large-Scale Cross-lingual Speech Representation Learning on 128 Languages
HuggingFace Beginner 4y ago
Unlocking global speech with Mozilla Common Voice
Large Language Models
Unlocking global speech with Mozilla Common Voice
HuggingFace 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
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
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
Streamlit for ML #2 - ML Models and APIs
Large Language Models ⚡ AI Lesson
Streamlit for ML #2 - ML Models and APIs
James Briggs Beginner 4y ago
Unsupervised Machine Learning Explained For Beginners
Large Language Models
Unsupervised Machine Learning Explained For Beginners
AssemblyAI Beginner 4y ago
Streamlit for ML #1 - Installation and API
Large Language Models
Streamlit for ML #1 - Installation and API
James Briggs Beginner 4y ago
Research talk: New Future of Work Overview
Large Language Models
Research talk: New Future of Work Overview
Microsoft Research Beginner 4y ago
Research talk: Attentive knowledge-aware graph neural networks for recommendation
Large Language Models
Research talk: Attentive knowledge-aware graph neural networks for recommendation
Microsoft Research Beginner 4y ago
How to evaluate ML models | Evaluation metrics for machine learning
Large Language Models
How to evaluate ML models | Evaluation metrics for machine learning
AssemblyAI Beginner 4y ago
AI Weekly Update - January 24th, 2022
Large Language Models ⚡ AI Lesson
AI Weekly Update - January 24th, 2022
Connor Shorten Beginner 4y ago
How to use Fast Tokenizers, NLP with Fastai and Blurr
Large Language Models
How to use Fast Tokenizers, NLP with Fastai and Blurr
Weights & Biases Beginner 4y ago
Transformers | Basics of Transformers I/O
Large Language Models ⚡ AI Lesson
Transformers | Basics of Transformers I/O
AssemblyAI Beginner 4y ago
Transformers | Basics of Transformers Encoders
Large Language Models
Transformers | Basics of Transformers Encoders
AssemblyAI Beginner 4y ago
Supervised Machine Learning Explained For Beginners
Large Language Models ⚡ AI Lesson
Supervised Machine Learning Explained For Beginners
AssemblyAI Beginner 4y ago
Transformers | Basics of Transformers
Large Language Models ⚡ AI Lesson
Transformers | Basics of Transformers
AssemblyAI Beginner 4y ago
What is Bounce Rate? | Marketing Analytics for Beginners | Part 7
Large Language Models
What is Bounce Rate? | Marketing Analytics for Beginners | Part 7
Data Science Dojo Beginner 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
MV Substation - An industrial approach (PART-A)
📚 Coursera Course ↗
Self-paced
MV Substation - An industrial approach (PART-A)
Opens on Coursera ↗
AI Product Manager Explorer
📚 Coursera Course ↗
Self-paced
AI Product Manager Explorer
Opens on Coursera ↗
Generative AI for Security Fundamentals
📚 Coursera Course ↗
Self-paced
Generative AI for Security Fundamentals
Opens on Coursera ↗
Ventas entrantes
📚 Coursera Course ↗
Self-paced
Ventas entrantes
Opens on Coursera ↗
Generate Personalized Email Content with BigQuery Continuous Queries and Gemini
📚 Coursera Course ↗
Self-paced
Generate Personalized Email Content with BigQuery Continuous Queries and Gemini
Opens on Coursera ↗
ChatGPT for Web Design - Create Amazing Websites
📚 Coursera Course ↗
Self-paced
ChatGPT for Web Design - Create Amazing Websites
Opens on Coursera ↗