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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OpenAI Whisper: Robust Speech Recognition via Large-Scale Weak Supervision | Paper and Code
Large Language Models ⚡ AI Lesson
OpenAI Whisper: Robust Speech Recognition via Large-Scale Weak Supervision | Paper and Code
Aleksa Gordić - The AI Epiphany Beginner 3y ago
Hugging Face Datasets #2 | Dataset Builder Scripts (for Beginners)
Large Language Models
Hugging Face Datasets #2 | Dataset Builder Scripts (for Beginners)
James Briggs Beginner 3y ago
Get awesome YouTube chapters with GPT-3 automatically in 20 seconds
Large Language Models ⚡ AI Lesson
Get awesome YouTube chapters with GPT-3 automatically in 20 seconds
David Shapiro Beginner 3y ago
What is Big Data? | 10 V's of Big Data | Data Engineering | Community Webinar
Large Language Models
What is Big Data? | 10 V's of Big Data | Data Engineering | Community Webinar
Data Science Dojo Beginner 3y ago
Part 6: Training a GPT-like model with DDP (code walkthrough)
Large Language Models ⚡ AI Lesson
Part 6: Training a GPT-like model with DDP (code walkthrough)
PyTorch Beginner 3y ago
Part 1: Welcome to the Distributed Data Parallel (DDP) Tutorial Series
Large Language Models
Part 1: Welcome to the Distributed Data Parallel (DDP) Tutorial Series
PyTorch Beginner 3y ago
BigScience BLOOM | 3D Parallelism Explained | Large Language Models | ML Coding Series
Large Language Models
BigScience BLOOM | 3D Parallelism Explained | Large Language Models | ML Coding Series
Aleksa Gordić - The AI Epiphany Beginner 3y ago
Detecting Responder via LLMNR Honey Tasks on User Workstations
Large Language Models
Detecting Responder via LLMNR Honey Tasks on User Workstations
IppSec Beginner 3y ago
Efficient Implementations of Transformers #transformers #cnn #machinelearning
Large Language Models
Efficient Implementations of Transformers #transformers #cnn #machinelearning
Analytics Vidhya Beginner 3y ago
Metaprompting with GPT-3 (getting GPT-3 to write its own prompts) RECURSIVE NLP PROGRAMMING!!
Large Language Models ⚡ AI Lesson
Metaprompting with GPT-3 (getting GPT-3 to write its own prompts) RECURSIVE NLP PROGRAMMING!!
David Shapiro Beginner 3y ago
What is GPT-3 Prompt Injection & Prompt Leaking? AI Adversarial Attacks
Large Language Models
What is GPT-3 Prompt Injection & Prompt Leaking? AI Adversarial Attacks
1littlecoder Beginner 3y ago
Google Just Put an A.I. Brain in a Robot [Research Breakthrough]
Large Language Models ⚡ AI Lesson
Google Just Put an A.I. Brain in a Robot [Research Breakthrough]
ColdFusion Beginner 3y ago
Introduction to Power Virtual Agents | Power Virtual Agents Chatbot Tutorial
Large Language Models ⚡ AI Lesson
Introduction to Power Virtual Agents | Power Virtual Agents Chatbot Tutorial
Data Science Dojo Beginner 3y ago
OpenAI CLIP Explained | Multi-modal ML
Large Language Models ⚡ AI Lesson
OpenAI CLIP Explained | Multi-modal ML
James Briggs Beginner 3y ago
The Illustrated Word2vec - A Gentle Intro to Word Embeddings in Machine Learning
Large Language Models
The Illustrated Word2vec - A Gentle Intro to Word Embeddings in Machine Learning
Jay Alammar Beginner 3y ago
Combining AD Honey Pot Accounts with Canaries to Detect Password Sprays and Kerberoasting for free!
Large Language Models ⚡ AI Lesson
Combining AD Honey Pot Accounts with Canaries to Detect Password Sprays and Kerberoasting for free!
IppSec Beginner 3y ago
Text Representation Using Word Embeddings: NLP Tutorial For Beginners - S2 E7
Large Language Models ⚡ AI Lesson
Text Representation Using Word Embeddings: NLP Tutorial For Beginners - S2 E7
codebasics Beginner 3y ago
The spelled-out intro to language modeling: building makemore
Large Language Models ⚡ AI Lesson
The spelled-out intro to language modeling: building makemore
Andrej Karpathy Beginner 3y ago
Nick Lane: Origin of Life, Evolution, Aliens, Biology, and Consciousness | Lex Fridman Podcast #318
Large Language Models
Nick Lane: Origin of Life, Evolution, Aliens, Biology, and Consciousness | Lex Fridman Podcast #318
Lex Fridman Beginner 3y ago
DALL-E 2 Outpainting Tutorial
Large Language Models
DALL-E 2 Outpainting Tutorial
1littlecoder Beginner 3y ago
A Generalist Agent (Gato) - DeepMind's single model learns 600 tasks
Large Language Models
A Generalist Agent (Gato) - DeepMind's single model learns 600 tasks
Jay Alammar Beginner 3y ago
George Hotz | Programming | stable diffusion, in tinygrad?!? can it happen? | Part1
Large Language Models
George Hotz | Programming | stable diffusion, in tinygrad?!? can it happen? | Part1
george hotz archive Beginner 3y ago
How I would learn Machine Learning (if I could start over)
Large Language Models
How I would learn Machine Learning (if I could start over)
AssemblyAI Beginner 3y ago
Creating a Python Code Completer & More Abstract Syntax Tree Projects | Real Python Podcast #123
Large Language Models
Creating a Python Code Completer & More Abstract Syntax Tree Projects | Real Python Podcast #123
Real Python Beginner 3y ago
What is a gig economy?
Large Language Models
What is a gig economy?
TED-Ed Beginner 3y ago
Implementing Machine Learninng Pipelines USsing Sklearn And Python
Large Language Models
Implementing Machine Learninng Pipelines USsing Sklearn And Python
Krish Naik Beginner 3y ago
Stop Selling Products and Services, Start Selling This
Large Language Models
Stop Selling Products and Services, Start Selling This
Dan Lok Beginner 3y ago
Meet the Author: Fundamentals of Data Engineering | DS/ML book club
Large Language Models
Meet the Author: Fundamentals of Data Engineering | DS/ML book club
Sophia Yang Beginner 3y ago
Aaron Colak — ML and NLP in Experience Management
Large Language Models
Aaron Colak — ML and NLP in Experience Management
Weights & Biases Beginner 3y ago
Liv Boeree: Poker, Game Theory, AI, Simulation, Aliens & Existential Risk | Lex Fridman Podcast #314
Large Language Models
Liv Boeree: Poker, Game Theory, AI, Simulation, Aliens & Existential Risk | Lex Fridman Podcast #314
Lex Fridman Beginner 3y ago
Short Educational Videos for Adults: Demo of Clips from Coursera
Large Language Models
Short Educational Videos for Adults: Demo of Clips from Coursera
Coursera Beginner 3y ago
What Jimmy Fallon and James Corden taught me about marketing
Large Language Models
What Jimmy Fallon and James Corden taught me about marketing
Neil Patel Beginner 3y ago
State of the Industry: Hydra Attention for 197x boost in transformer speed
Large Language Models
State of the Industry: Hydra Attention for 197x boost in transformer speed
David Shapiro Beginner 3y ago
Generate 300 BILLION story synopses with GPT-3
Large Language Models
Generate 300 BILLION story synopses with GPT-3
David Shapiro Beginner 3y ago
AutoMuse: Writing a Novel with GPT-3 as a Plotter pt.1 (decompose the problem into steps)
Large Language Models
AutoMuse: Writing a Novel with GPT-3 as a Plotter pt.1 (decompose the problem into steps)
David Shapiro Beginner 3y ago
State of the Industry: Integrating GPT-3 and LLMs into Robotics! SayCan and Ameca
Large Language Models ⚡ AI Lesson
State of the Industry: Integrating GPT-3 and LLMs into Robotics! SayCan and Ameca
David Shapiro Beginner 3y ago
AutoMuse: Scene Simulation is Working! GPT-3 Finetuned to write sequences of fiction
Large Language Models ⚡ AI Lesson
AutoMuse: Scene Simulation is Working! GPT-3 Finetuned to write sequences of fiction
David Shapiro Beginner 3y ago
Generate a Cover Letter with a quick and simple GPT-3 Chatbot!
Large Language Models ⚡ AI Lesson
Generate a Cover Letter with a quick and simple GPT-3 Chatbot!
David Shapiro Beginner 3y ago
What is Predictive Analytics? | Data Analytics | Community Webinar
Large Language Models ⚡ AI Lesson
What is Predictive Analytics? | Data Analytics | Community Webinar
Data Science Dojo Beginner 3y ago
AutoMuse: Working on Character and Scene Simulations (GPT-3 Finetuning Project)
Large Language Models
AutoMuse: Working on Character and Scene Simulations (GPT-3 Finetuning Project)
David Shapiro Beginner 3y ago
Hands-on Introduction to Interpreting Machine Learning Models | Community Webinar
Large Language Models
Hands-on Introduction to Interpreting Machine Learning Models | Community Webinar
Data Science Dojo Beginner 3y ago
GPT-NeoX-20B | BigScience BLOOM | OPT-175B | Training Large Language Models | Papers Explained
Large Language Models
GPT-NeoX-20B | BigScience BLOOM | OPT-175B | Training Large Language Models | Papers Explained
Aleksa Gordić - The AI Epiphany Beginner 3y ago
What Is a Histogram? | Marketing Analytics for Beginners | Part-35
Large Language Models
What Is a Histogram? | Marketing Analytics for Beginners | Part-35
Data Science Dojo Beginner 3y ago
What is MLOps? | Cluster vs Spark Pools | Machine Learning | Community Webinar
Large Language Models ⚡ AI Lesson
What is MLOps? | Cluster vs Spark Pools | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
The Essentials of Connected Site Tags | Marketing Analytics for Beginners | Part-34
Large Language Models ⚡ AI Lesson
The Essentials of Connected Site Tags | Marketing Analytics for Beginners | Part-34
Data Science Dojo Beginner 3y ago
ML Models Deployment with Flask and Docker | Machine Learning | Community Webinar
Large Language Models
ML Models Deployment with Flask and Docker | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
The Illustrated Retrieval Transformer
Large Language Models
The Illustrated Retrieval Transformer
Jay Alammar Beginner 3y ago
I'm switching to Open Source LLM models! Introducing Forefront AI for GPT-J and finetuning
Large Language Models
I'm switching to Open Source LLM models! Introducing Forefront AI for GPT-J and finetuning
David Shapiro Beginner 3y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Use Vertex AI Studio for Healthcare
📚 Coursera Course ↗
Self-paced
Use Vertex AI Studio for Healthcare
Opens on Coursera ↗
Introduction to Gemini Enterprise
📚 Coursera Course ↗
Self-paced
Introduction to Gemini Enterprise
Opens on Coursera ↗
Déployer l'économie circulaire dans les organisations
📚 Coursera Course ↗
Self-paced
Déployer l'économie circulaire dans les organisations
Opens on Coursera ↗
Getting Started with Vertex AI Gemini 1.5 Flash
📚 Coursera Course ↗
Self-paced
Getting Started with Vertex AI Gemini 1.5 Flash
Opens on Coursera ↗
Gemini in Google Drive - Bahasa Indonesia
📚 Coursera Course ↗
Self-paced
Gemini in Google Drive - Bahasa Indonesia
Opens on Coursera ↗
Generative AI: Transform Your Management Consulting
📚 Coursera Course ↗
Self-paced
Generative AI: Transform Your Management Consulting
Opens on Coursera ↗