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
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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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Deploy Llama 2 on AWS SageMaker using DLC (Deep Learning Containers)
Large Language Models ⚡ AI Lesson
Deploy Llama 2 on AWS SageMaker using DLC (Deep Learning Containers)
AI Anytime Beginner 2y ago
Beyond Encryption: Exploring the Tactics Ransomware Operators Use During Negotiation & their Impact
Large Language Models ⚡ AI Lesson
Beyond Encryption: Exploring the Tactics Ransomware Operators Use During Negotiation & their Impact
SANS Institute Beginner 2y ago
No Priors Ep. 28 | With Khan Academy’s Creator Sal Khan (Japanese Version)
Large Language Models
No Priors Ep. 28 | With Khan Academy’s Creator Sal Khan (Japanese Version)
No Priors: AI, Machine Learning, Tech, & Startups Beginner 2y ago
Stanford XCS224U: NLU I Fantastic Language Models and How to Build Them, Part 2 I Spring 2023
Large Language Models
Stanford XCS224U: NLU I Fantastic Language Models and How to Build Them, Part 2 I Spring 2023
Stanford Online Intermediate 2y ago
Stanford XCS224U: NLU I Fantastic Language Models and How to Build Them, Part 1 I Spring 2023
Large Language Models
Stanford XCS224U: NLU I Fantastic Language Models and How to Build Them, Part 1 I Spring 2023
Stanford Online Intermediate 2y ago
ChatGPT made DEAD SIMPLE! #shorts #gpt #artificialintelligence #generative #ai #chatgpt
Large Language Models ⚡ AI Lesson
ChatGPT made DEAD SIMPLE! #shorts #gpt #artificialintelligence #generative #ai #chatgpt
MattVidPro Beginner 2y ago
Building Resilient Systems // Thibaut Labarre // MLOps Podcast #171 clip
Large Language Models ⚡ AI Lesson
Building Resilient Systems // Thibaut Labarre // MLOps Podcast #171 clip
MLOps.community Intermediate 2y ago
MLOps LLM Stack Hackathon Winner // Travis Cline // LLMs in Production Conference Part 2
Large Language Models
MLOps LLM Stack Hackathon Winner // Travis Cline // LLMs in Production Conference Part 2
MLOps.community Intermediate 2y ago
How to Stop Quitting Too Soon | Build Momentum in 65 Minutes With Proven Habits
Large Language Models ⚡ AI Lesson
How to Stop Quitting Too Soon | Build Momentum in 65 Minutes With Proven Habits
Evan Carmichael Beginner 2y ago
LLM Fine-tuning: Two Crucial Tips for New Models - LLama 2
Large Language Models
LLM Fine-tuning: Two Crucial Tips for New Models - LLama 2
Discover AI Advanced 2y ago
No Priors Ep. 28 | With Khan Academy’s Creator Sal Khan
Large Language Models
No Priors Ep. 28 | With Khan Academy’s Creator Sal Khan
No Priors: AI, Machine Learning, Tech, & Startups Beginner 2y ago
Introduction to RLHF | PyImageSearch | Learn how ChatGPT works!
1:02:59
Large Language Models ⚡ AI Lesson
Introduction to RLHF | PyImageSearch | Learn how ChatGPT works!
PyImageSearch Beginner 2y ago
AI Search Engine is WAY BETTER THAN GOOGLE! 🤯🤯🤯 #gpt #ai #chatgpt #shorts
Large Language Models ⚡ AI Lesson
AI Search Engine is WAY BETTER THAN GOOGLE! 🤯🤯🤯 #gpt #ai #chatgpt #shorts
MattVidPro Intermediate 2y ago
Train Your Own Large Language Model (LLM) - Practical Guide | DataHour by Shuvam Sengupta
Large Language Models ⚡ AI Lesson
Train Your Own Large Language Model (LLM) - Practical Guide | DataHour by Shuvam Sengupta
Analytics Vidhya Beginner 2y ago
Go Production: ⚡️ Super FAST LLM (API) Serving with vLLM !!!
Large Language Models
Go Production: ⚡️ Super FAST LLM (API) Serving with vLLM !!!
1littlecoder Beginner 2y ago
New course with Cohere: Large Language Models with Semantic Search
Large Language Models
New course with Cohere: Large Language Models with Semantic Search
DeepLearningAI Intermediate 2y ago
Transformer Architecture (Natural Language Processing at UT Austin)
Large Language Models
Transformer Architecture (Natural Language Processing at UT Austin)
Greg Durrett Advanced 2y ago
Intro to ChatGPT and NLP (NLP for High School)
Large Language Models
Intro to ChatGPT and NLP (NLP for High School)
Greg Durrett Beginner 2y ago
Proof that AI Understands? 👀 Andrew Ng on LLMs building mental models, Othello GPT, Geoffrey Hinton
Large Language Models ⚡ AI Lesson
Proof that AI Understands? 👀 Andrew Ng on LLMs building mental models, Othello GPT, Geoffrey Hinton
Wes Roth Beginner 2y ago
Deep Dive into LLM Evaluation with Weights & Biases
Large Language Models
Deep Dive into LLM Evaluation with Weights & Biases
DeepLearningAI Intermediate 2y ago
Write the Perfect #prompt in #chatgpt and #googlebard
Large Language Models
Write the Perfect #prompt in #chatgpt and #googlebard
Jeff Su Intermediate 2y ago
LLM-augmented Autonomous Agents (LAA): Achieving Goals with Just One PROMPT (No LC)
Large Language Models
LLM-augmented Autonomous Agents (LAA): Achieving Goals with Just One PROMPT (No LC)
Discover AI Beginner 2y ago
RetrievalQA with LLaMA 2 70b & Chroma DB
Large Language Models ⚡ AI Lesson
RetrievalQA with LLaMA 2 70b & Chroma DB
Sam Witteveen Beginner 2y ago
🔥 2 POWERFUL LLMs MERGED - OpenOrca-Platypus2-13B!!!
Large Language Models
🔥 2 POWERFUL LLMs MERGED - OpenOrca-Platypus2-13B!!!
1littlecoder Intermediate 2y ago
Let's build a Private StackOverflow App using Open Source LLM
Large Language Models ⚡ AI Lesson
Let's build a Private StackOverflow App using Open Source LLM
AI Anytime Beginner 2y ago
George Hotz | Science | Thermodynamics is to Energy as Entropics is to Intelligence | Part 2
Large Language Models ⚡ AI Lesson
George Hotz | Science | Thermodynamics is to Energy as Entropics is to Intelligence | Part 2
george hotz archive Beginner 2y ago
Why I use gifs (and other visuals) in my videos ⬇️⁠
Large Language Models
Why I use gifs (and other visuals) in my videos ⬇️⁠
Alex Cattoni Beginner 2y ago
How NOT to Grow a Newsletter Using ChatGPT | Hustles Debunked Ep. 3 | The Hustle
Large Language Models ⚡ AI Lesson
How NOT to Grow a Newsletter Using ChatGPT | Hustles Debunked Ep. 3 | The Hustle
The Hustle Intermediate 2y ago
LLMs on Audio Part 5: Apply LLMs in Any Way You Like to Spoken Data
Large Language Models
LLMs on Audio Part 5: Apply LLMs in Any Way You Like to Spoken Data
AssemblyAI Beginner 2y ago
LLMs on Audio Part 4: Create Action Items Based on Audio
Large Language Models ⚡ AI Lesson
LLMs on Audio Part 4: Create Action Items Based on Audio
AssemblyAI Beginner 2y ago
How to Use ChatGPT with Your Own Data
Large Language Models
How to Use ChatGPT with Your Own Data
Skill Leap AI Beginner 2y ago
Llama - EXPLAINED!
Large Language Models ⚡ AI Lesson
Llama - EXPLAINED!
CodeEmporium Advanced 2y ago
Stanford XCS224U: NLU I Contextual Word Representations, Part 4: GPT I Spring 2023
Large Language Models
Stanford XCS224U: NLU I Contextual Word Representations, Part 4: GPT I Spring 2023
Stanford Online Intermediate 2y ago
Stanford XCS224U: NLU I Contextual Word Representations, Part 2: Transformer I Spring 2023
Large Language Models ⚡ AI Lesson
Stanford XCS224U: NLU I Contextual Word Representations, Part 2: Transformer I Spring 2023
Stanford Online Intermediate 2y ago
Fireside Chat - The Future of LLMs // David Hershey & Daniel Jeffries // LLMs in Prod Con Part 2
Large Language Models
Fireside Chat - The Future of LLMs // David Hershey & Daniel Jeffries // LLMs in Prod Con Part 2
MLOps.community Beginner 2y ago
Preemption Chaos and Optimizing Server Startup // Bradley Heilbrun // LLMs in Prod Conference Part 2
Large Language Models ⚡ AI Lesson
Preemption Chaos and Optimizing Server Startup // Bradley Heilbrun // LLMs in Prod Conference Part 2
MLOps.community Beginner 2y ago
Taming AI Product Development Through Test-driven Prompt Engineering // Maxime Beauchemin // LLMs 2
Large Language Models ⚡ AI Lesson
Taming AI Product Development Through Test-driven Prompt Engineering // Maxime Beauchemin // LLMs 2
MLOps.community Intermediate 2y ago
Using LLMs to Power Consumer Search at Scale // Aravind Srinivas // LLMs in Prod Conference Part 2
Large Language Models
Using LLMs to Power Consumer Search at Scale // Aravind Srinivas // LLMs in Prod Conference Part 2
MLOps.community Beginner 2y ago
Enabling Defense Missions with Local LLMs // Gerred Dillon // LLMs in Production Conference Part 2
Large Language Models
Enabling Defense Missions with Local LLMs // Gerred Dillon // LLMs in Production Conference Part 2
MLOps.community Beginner 2y ago
LLM XGBoost - Can a Fine-Tuned LLM Beat XGBoost on Tabular Data? // Sebastian Cattes // LLMs Part 2
Large Language Models
LLM XGBoost - Can a Fine-Tuned LLM Beat XGBoost on Tabular Data? // Sebastian Cattes // LLMs Part 2
MLOps.community Beginner 2y ago
Future Risks of Large Language Models (NLP for High School)
Large Language Models ⚡ AI Lesson
Future Risks of Large Language Models (NLP for High School)
Greg Durrett Beginner 2y ago
Using Transformers (Natural Language Processing at UT Austin)
Large Language Models ⚡ AI Lesson
Using Transformers (Natural Language Processing at UT Austin)
Greg Durrett Intermediate 2y ago
Neural Chatbots (Natural Language Processing at UT Austin)
Large Language Models
Neural Chatbots (Natural Language Processing at UT Austin)
Greg Durrett Intermediate 2y ago
Language Grounding (Natural Language Processing at UT Austin)
Large Language Models
Language Grounding (Natural Language Processing at UT Austin)
Greg Durrett Intermediate 2y ago
T5 (Natural Language Processing at UT Austin)
Large Language Models
T5 (Natural Language Processing at UT Austin)
Greg Durrett Intermediate 2y ago
Factuality of LLMs (Natural Language Processing at UT Austin)
Large Language Models ⚡ AI Lesson
Factuality of LLMs (Natural Language Processing at UT Austin)
Greg Durrett Intermediate 2y ago
Transformer Language Modeling (Natural Language Processing at UT Austin)
Large Language Models ⚡ AI Lesson
Transformer Language Modeling (Natural Language Processing at UT Austin)
Greg Durrett Intermediate 2y ago
Using Large Language Models at AngelList // Thibaut Labarre // MLOps Podcast #171
Large Language Models ⚡ AI Lesson
Using Large Language Models at AngelList // Thibaut Labarre // MLOps Podcast #171
MLOps.community Intermediate 2y ago
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