Core AI

Large Language Models

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

24,464
lessons
Skills in this topic
View full skill map โ†’
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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Preemption Chaos and Optimizing Server Startup // Bradley Heilbrun // LLMs in Prod Conference Part 2
Large Language Models
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
Taming AI Product Development Through Test-driven Prompt Engineering // Maxime Beauchemin // LLMs 2
MLOps.community Intermediate 2y ago
How to Stop Quitting Too Soon | Build Momentum in 65 Minutes With Proven Habits
Large Language Models
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 Academyโ€™s Creator Sal Khan
Large Language Models
No Priors Ep. 28 | With Khan Academyโ€™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 โšก AI Lesson
Introduction to RLHF | PyImageSearch | Learn how ChatGPT works!
PyImageSearch Beginner 2y ago
AI Search Engine is WAY BETTER THAN GOOGLE! ๐Ÿคฏ๐Ÿคฏ๐Ÿคฏ #gpt #ai #chatgpt #shorts
Large Language Models โšก AI Lesson
AI Search Engine is WAY BETTER THAN GOOGLE! ๐Ÿคฏ๐Ÿคฏ๐Ÿคฏ #gpt #ai #chatgpt #shorts
MattVidPro Intermediate 2y ago
Train Your Own Large Language Model (LLM) - Practical Guide | DataHour by Shuvam Sengupta
Large Language Models
Train Your Own Large Language Model (LLM) - Practical Guide | DataHour by Shuvam Sengupta
Analytics Vidhya Beginner 2y ago
Go Production: โšก๏ธ Super FAST LLM (API) Serving with vLLM !!!
Large Language Models
Go Production: โšก๏ธ 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? ๐Ÿ‘€ Andrew Ng on LLMs building mental models, Othello GPT, Geoffrey Hinton
Large Language Models โšก AI Lesson
Proof that AI Understands? ๐Ÿ‘€ 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 โšก AI Lesson
RetrievalQA with LLaMA 2 70b & Chroma DB
Sam Witteveen Beginner 2y ago
๐Ÿ”ฅ 2 POWERFUL LLMs MERGED - OpenOrca-Platypus2-13B!!!
Large Language Models
๐Ÿ”ฅ 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 โšก 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 โšก 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 โฌ‡๏ธโ 
Large Language Models
Why I use gifs (and other visuals) in my videos โฌ‡๏ธโ 
Alex Cattoni Beginner 2y ago
How NOT to Grow a Newsletter Using ChatGPT | Hustles Debunked Ep. 3 | The Hustle
Large Language Models โšก 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 โšก 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 โšก AI Lesson
Llama - EXPLAINED!
CodeEmporium Advanced 2y ago
Accelerating Deep Learning in Traditional Models
Large Language Models โšก AI Lesson
Accelerating Deep Learning in Traditional Models
The TWIML AI Podcast with Sam Charrington Beginner 2y ago
Reinforcement Learning: ChatGPT and RLHF
6:31
Large Language Models โšก AI Lesson
Reinforcement Learning: ChatGPT and RLHF
Graphics in 5 Minutes Beginner 2y ago
pip install YOUR-PACKAGE: Building your first python with Poetry, AIDER, and ChatGPT
Large Language Models
pip install YOUR-PACKAGE: Building your first python with Poetry, AIDER, and ChatGPT
IndyDevDan Beginner 2y ago
George Hotz | Science | Thermodynamics is to Energy as ??? is to Intelligence | Part 1
Large Language Models
George Hotz | Science | Thermodynamics is to Energy as ??? is to Intelligence | Part 1
george hotz archive Advanced 2y ago
"How to 10x chatbot UX? ๐Ÿค– ๐Ÿ–ผ๏ธ " - Add Image Responses to GPT knowledge retrieval apps
Large Language Models โšก AI Lesson
"How to 10x chatbot UX? ๐Ÿค– ๐Ÿ–ผ๏ธ " - Add Image Responses to GPT knowledge retrieval apps
AI Jason Beginner 2y ago
7 Industries AI will Aggressively Disrupt
Large Language Models โšก AI Lesson
7 Industries AI will Aggressively Disrupt
Ken Jee Beginner 2y ago
How to Run LLaMA-2-70B on the Together AI
Large Language Models โšก AI Lesson
How to Run LLaMA-2-70B on the Together AI
Sam Witteveen Beginner 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 โšก 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 โšก 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 โšก 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 โšก 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
Using Large Language Models at AngelList // Thibaut Labarre // MLOps Podcast #171
MLOps.community Intermediate 2y ago
MLOps vs LLMOps // Panel 4 // LLMs in Conference in Production Conference Part 2
Large Language Models
MLOps vs LLMOps // Panel 4 // LLMs in Conference in Production Conference Part 2
MLOps.community Intermediate 2y ago
LIMA: Less is More for Alignment // Chunting Zhou // LLMs in Production Conference Part 2
Large Language Models
LIMA: Less is More for Alignment // Chunting Zhou // LLMs in Production Conference Part 2
MLOps.community Advanced 2y ago
From an API to a Chat GPT Plugin // Mathieu Bastian // LLMs in Production Conference Part 2
Large Language Models
From an API to a Chat GPT Plugin // Mathieu Bastian // LLMs in Production Conference Part 2
MLOps.community Beginner 2y ago
LLMs on Audio Part 3: Ask Questions about Multiple Audio Files
Large Language Models โšก AI Lesson
LLMs on Audio Part 3: Ask Questions about Multiple Audio Files
AssemblyAI Beginner 2y ago
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Mindfulness at Work: Enhancing Focus and Well-Being
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