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
Metaprompting with GPT-3 to dynamically generate arguments
Large Language Models ⚡ AI Lesson
Metaprompting with GPT-3 to dynamically generate arguments
David Shapiro Beginner 3y ago
Use Jupyter notebooks in VS Code!
Large Language Models
Use Jupyter notebooks in VS Code!
AssemblyAI Beginner 3y ago
How to Build a Podcast Summarization Web APP in Python and Streamlit
Large Language Models ⚡ AI Lesson
How to Build a Podcast Summarization Web APP in Python and Streamlit
AssemblyAI Beginner 3y ago
GPT-4chan: This is the worst AI ever
Large Language Models ⚡ AI Lesson
GPT-4chan: This is the worst AI ever
Yannic Kilcher Beginner 3y ago
Increasingly Verbose Bot with GPT-3 - Expand any word or phrase into a whole paragraph
Large Language Models
Increasingly Verbose Bot with GPT-3 - Expand any word or phrase into a whole paragraph
David Shapiro Beginner 3y ago
R and Python: The best of both worlds | Community Webinar
Large Language Models ⚡ AI Lesson
R and Python: The best of both worlds | Community Webinar
Data Science Dojo Beginner 3y ago
What is Behavioral Targeting? | Marketing Analytics for Beginners | Part 23
Large Language Models
What is Behavioral Targeting? | Marketing Analytics for Beginners | Part 23
Data Science Dojo Beginner 3y ago
Live Data Science Quiz With @Telusko
Large Language Models
Live Data Science Quiz With @Telusko
Krish Naik Beginner 3y ago
Natural History Museum Athens | Athens | Greece | Things to See in Athens | Athens Attractions
Large Language Models
Natural History Museum Athens | Athens | Greece | Things to See in Athens | Athens Attractions
ConnollyCove Beginner 3y ago
New GPU-Acceleration for PyTorch on M1 Macs! + using with BERT
Large Language Models
New GPU-Acceleration for PyTorch on M1 Macs! + using with BERT
James Briggs Beginner 3y ago
Johnny Depp v Amber Heard Twitter Sentiment Analysis | Is Camille Vasquez the real winner | 🤗 NLP
Large Language Models
Johnny Depp v Amber Heard Twitter Sentiment Analysis | Is Camille Vasquez the real winner | 🤗 NLP
Sophia Yang Beginner 3y ago
7 Beginner Mistakes That Are DESTROYING Your Social Media Engagement
Large Language Models
7 Beginner Mistakes That Are DESTROYING Your Social Media Engagement
Neil Patel Beginner 3y ago
The biggest mistakes in mapmaking history - Kayla Wolf
Large Language Models
The biggest mistakes in mapmaking history - Kayla Wolf
TED-Ed Beginner 3y ago
UHC - BackendTwo
Large Language Models
UHC - BackendTwo
IppSec Beginner 4y ago
#84 Building High-Impact Data Teams at Capital One (with Dan Kellet)
Large Language Models
#84 Building High-Impact Data Teams at Capital One (with Dan Kellet)
DataCamp Beginner 4y ago
How to Transcribe Audio Files with Python
Large Language Models ⚡ AI Lesson
How to Transcribe Audio Files with Python
AssemblyAI Beginner 3y ago
Finetuning a Creative Writing Coach in GPT-3 - Part 2
Large Language Models ⚡ AI Lesson
Finetuning a Creative Writing Coach in GPT-3 - Part 2
David Shapiro Beginner 3y ago
Recursively summarize text of any length with GPT-3
Large Language Models ⚡ AI Lesson
Recursively summarize text of any length with GPT-3
David Shapiro Beginner 3y ago
Python Audio Processing Basics - How to work with audio files in Python
Large Language Models
Python Audio Processing Basics - How to work with audio files in Python
AssemblyAI Beginner 3y ago
Machine Learning with JavaScript | Detecting Skin Cancer with TensorFlow.js | Community Webinar
Large Language Models ⚡ AI Lesson
Machine Learning with JavaScript | Detecting Skin Cancer with TensorFlow.js | Community Webinar
Data Science Dojo Beginner 3y ago
Finetune GPT-3 to write a coherent novel - Part 4 (success! with minor bugs...)
Large Language Models
Finetune GPT-3 to write a coherent novel - Part 4 (success! with minor bugs...)
David Shapiro Beginner 3y ago
Finetuning a Creative Writing Coach in GPT-3 - Part 1
Large Language Models
Finetuning a Creative Writing Coach in GPT-3 - Part 1
David Shapiro Beginner 3y ago
Finetune GPT-3 to write a novel - Part 3 (IT WORKS!!!) ...at least a little bit
Large Language Models
Finetune GPT-3 to write a novel - Part 3 (IT WORKS!!!) ...at least a little bit
David Shapiro Beginner 3y ago
Finetune multiple cognitive tasks with GPT-3 on medical texts (and reduce hallucination)
Large Language Models
Finetune multiple cognitive tasks with GPT-3 on medical texts (and reduce hallucination)
David Shapiro Beginner 3y ago
3 PyTorch Tips For Better Performance!
Large Language Models ⚡ AI Lesson
3 PyTorch Tips For Better Performance!
AssemblyAI Beginner 3y ago
Time Series overview with the KNIME Analytics Platform | Machine Learning | Community Webinar
Large Language Models ⚡ AI Lesson
Time Series overview with the KNIME Analytics Platform | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
What is Taxonomy? | Marketing Analytics for Beginners | Part 22
Large Language Models ⚡ AI Lesson
What is Taxonomy? | Marketing Analytics for Beginners | Part 22
Data Science Dojo Beginner 3y ago
Finetune GPT-3 to write an entire coherent novel (part 2)
Large Language Models ⚡ AI Lesson
Finetune GPT-3 to write an entire coherent novel (part 2)
David Shapiro Beginner 3y ago
Introduction to C# Language Integrated Query (LINQ) for Data Engineering | Community Webinar
Large Language Models
Introduction to C# Language Integrated Query (LINQ) for Data Engineering | Community Webinar
Data Science Dojo Beginner 3y ago
Testing "Theory of Mind" in GPT-3 - making fully aligned ACOG (Artificial Cognitive Entities)
Large Language Models
Testing "Theory of Mind" in GPT-3 - making fully aligned ACOG (Artificial Cognitive Entities)
David Shapiro Beginner 3y ago
Finetuning GPT-3 to be a master tutor that can handle any topic and hostile students
Large Language Models
Finetuning GPT-3 to be a master tutor that can handle any topic and hostile students
David Shapiro Beginner 3y ago
Top 8 Libraries For Audio Processing In Python
Large Language Models
Top 8 Libraries For Audio Processing In Python
AssemblyAI Beginner 3y ago
What is Personally Identifiable Information (PII)? | Marketing Analytics for Beginners | Part 21
Large Language Models
What is Personally Identifiable Information (PII)? | Marketing Analytics for Beginners | Part 21
Data Science Dojo Beginner 3y ago
Concepts in Neuroscience and Cognition - Deficits of GPT-3 and the path to AGI and ACE
Large Language Models
Concepts in Neuroscience and Cognition - Deficits of GPT-3 and the path to AGI and ACE
David Shapiro Beginner 3y ago
Finetune GPT-3 to write an entire coherent novel (part 1)
Large Language Models ⚡ AI Lesson
Finetune GPT-3 to write an entire coherent novel (part 1)
David Shapiro Beginner 3y ago
Data Science Skills for Professional Success | Careers | Community Webinar
Large Language Models
Data Science Skills for Professional Success | Careers | Community Webinar
Data Science Dojo Beginner 3y ago
Billion-dollar GPT-3 startup! Fix education with an expert tutor chatbot!
Large Language Models
Billion-dollar GPT-3 startup! Fix education with an expert tutor chatbot!
David Shapiro Beginner 3y ago
What is "toxic stoicism"? Talking philosophy with GPT-3
Large Language Models
What is "toxic stoicism"? Talking philosophy with GPT-3
David Shapiro Beginner 3y ago
GPT-3 Working Session: Finetune an information companion chatbot in 30 minutes (RESEARCH ONLY)
Large Language Models
GPT-3 Working Session: Finetune an information companion chatbot in 30 minutes (RESEARCH ONLY)
David Shapiro Beginner 3y ago
Easy speech recognition for multiple languages in Python!
Large Language Models
Easy speech recognition for multiple languages in Python!
AssemblyAI Beginner 3y ago
Build the Same Model with TensorFlow and PyTorch!
Large Language Models ⚡ AI Lesson
Build the Same Model with TensorFlow and PyTorch!
AssemblyAI Beginner 3y ago
Naive Bayes Classifier Explained | Machine Learning | Community Webinar
Large Language Models ⚡ AI Lesson
Naive Bayes Classifier Explained | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
From zero to finetuned model in 1 hour with GPT-3. Generate a movie script from any premise!
Large Language Models ⚡ AI Lesson
From zero to finetuned model in 1 hour with GPT-3. Generate a movie script from any premise!
David Shapiro Beginner 4y ago
Co-writing flash fiction with GPT-3
Large Language Models
Co-writing flash fiction with GPT-3
David Shapiro Beginner 4y ago
GPT-3 for Writing Dialog
Large Language Models ⚡ AI Lesson
GPT-3 for Writing Dialog
David Shapiro Beginner 4y ago
Talking Boundaries and Consent with GPT-3
Large Language Models
Talking Boundaries and Consent with GPT-3
David Shapiro Beginner 4y ago
Talking Philosophy with GPT-3
Large Language Models
Talking Philosophy with GPT-3
David Shapiro Beginner 4y ago
A Complete Overview of Word Embeddings
Large Language Models
A Complete Overview of Word Embeddings
AssemblyAI Beginner 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
1 / 3 View all →
Generative AI for Azure Cloud Engineers
📚 Coursera Course ↗
Self-paced
Generative AI for Azure Cloud Engineers
Opens on Coursera ↗
Advanced Fine-Tuning in Rust
📚 Coursera Course ↗
Self-paced
Advanced Fine-Tuning in Rust
Opens on Coursera ↗
Blockchain Basics and Smart Contract Foundations
📚 Coursera Course ↗
Self-paced
Blockchain Basics and Smart Contract Foundations
Opens on Coursera ↗
Gemini for Security Engineers - Português Brasileiro
📚 Coursera Course ↗
Self-paced
Gemini for Security Engineers - Português Brasileiro
Opens on Coursera ↗
Gemini in Google Sheets - Français
📚 Coursera Course ↗
Self-paced
Gemini in Google Sheets - Français
Opens on Coursera ↗
Packaging Design for the Circular Economy
📚 Coursera Course ↗
Self-paced
Packaging Design for the Circular Economy
Opens on Coursera ↗