Core AI

Large Language Models

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

24,915
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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Answer complex questions from an arbitrarily large set of documents with vector search and GPT-3
Large Language Models
Answer complex questions from an arbitrarily large set of documents with vector search and GPT-3
David Shapiro Beginner 3y ago
JAX Crash Course - Accelerating Machine Learning code!
Large Language Models
JAX Crash Course - Accelerating Machine Learning code!
AssemblyAI Beginner 3y ago
How to do content moderation on audio files in Python
Large Language Models
How to do content moderation on audio files in Python
AssemblyAI Beginner 3y ago
What have AI language models learned?
Large Language Models ⚡ AI Lesson
What have AI language models learned?
TensorFlow Beginner 3y ago
Trend Analysis Using Unstructured Data | Data Science | Community Webinar
Large Language Models
Trend Analysis Using Unstructured Data | Data Science | Community Webinar
Data Science Dojo Beginner 3y ago
Can GPT-3 generate training data? Short answer? Yes! Here's why that's a legit methodology...
Large Language Models
Can GPT-3 generate training data? Short answer? Yes! Here's why that's a legit methodology...
David Shapiro Beginner 3y ago
How to Deploy a Machine Learning Model Using BentoML? | Community Webinar
Large Language Models
How to Deploy a Machine Learning Model Using BentoML? | Community Webinar
Data Science Dojo Beginner 3y ago
Ecommerce Shipping and Fulfillment: A Complete Guide
Large Language Models ⚡ AI Lesson
Ecommerce Shipping and Fulfillment: A Complete Guide
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How I Raised $700 Million: Charity: Water Founder: Scott Harrison | E153
Large Language Models
How I Raised $700 Million: Charity: Water Founder: Scott Harrison | E153
The Diary Of A CEO Beginner 3y ago
Did Google's LaMDA chatbot just become sentient?
Large Language Models
Did Google's LaMDA chatbot just become sentient?
Yannic Kilcher Beginner 3y ago
How to Learn Data Science | ML | Programming
Large Language Models
How to Learn Data Science | ML | Programming
James Briggs Beginner 3y ago
The Hack That Led Me to Build the 21st Fastest Growing Company
Large Language Models
The Hack That Led Me to Build the 21st Fastest Growing Company
Neil Patel Beginner 3y ago
Creative Excellence for Finance | Google Ads
Large Language Models
Creative Excellence for Finance | Google Ads
Google Ads Beginner 3y ago
The Marketing Genius Behind Nike: Greg Hoffman | E150
Large Language Models ⚡ AI Lesson
The Marketing Genius Behind Nike: Greg Hoffman | E150
The Diary Of A CEO 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
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
Named entity recognition on audio files with Python
Large Language Models
Named entity recognition on audio files with Python
AssemblyAI Beginner 3y ago
How to get started with Machine Learning #Shorts
Large Language Models
How to get started with Machine Learning #Shorts
AssemblyAI Beginner 3y ago
Are LaMDA or GPT-3 sentient? No, but...
Large Language Models
Are LaMDA or GPT-3 sentient? No, but...
David Shapiro Beginner 3y ago
What are Touchpoints? | Marketing Analytics for Beginners | Part 25
Large Language Models ⚡ AI Lesson
What are Touchpoints? | Marketing Analytics for Beginners | Part 25
Data Science Dojo Beginner 3y ago
Data Science Roadmap: Career Transition Journey | Community Webinar
Large Language Models
Data Science Roadmap: Career Transition Journey | Community Webinar
Data Science Dojo Beginner 3y ago
What are UTM Parameters? | Marketing Analytics for Beginners | Part 24
Large Language Models
What are UTM Parameters? | Marketing Analytics for Beginners | Part 24
Data Science Dojo Beginner 3y ago
Build a Virtual Assistant in Python | Speech Recognition Project 5
Large Language Models
Build a Virtual Assistant in Python | Speech Recognition Project 5
AssemblyAI Beginner 3y ago
Codeless Deep Learning with KNIME Analytics Platform | Machine Learning | Community Webinar
Large Language Models
Codeless Deep Learning with KNIME Analytics Platform | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
Top Skills for Data Analysts and Data Scientists | Careers | Community Webinar
Large Language Models
Top Skills for Data Analysts and Data Scientists | Careers | Community Webinar
Data Science Dojo Beginner 3y ago
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
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
How to Transcribe Audio Files with Python
Large Language Models ⚡ AI Lesson
How to Transcribe Audio Files with Python
AssemblyAI 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
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
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