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 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
How To Easily Get The Attention Of Recruiters
Large Language Models
How To Easily Get The Attention Of Recruiters
Kevin Powell Beginner 4y ago
Intro to Sentence Embeddings with Transformers
Large Language Models โšก AI Lesson
Intro to Sentence Embeddings with Transformers
James Briggs Beginner 4y ago
Build a Conversation Agent using Facebook's Blenderbot and #Python
Large Language Models โšก AI Lesson
Build a Conversation Agent using Facebook's Blenderbot and #Python
Nicholas Renotte Beginner 4y ago
This Image Is Fine. Completely Fine. ๐Ÿค–
Large Language Models
This Image Is Fine. Completely Fine. ๐Ÿค–
Two Minute Papers Beginner 4y ago
Multiomics Data for Cancer Diagnosis (AlphaCare: Episode 3)
Large Language Models
Multiomics Data for Cancer Diagnosis (AlphaCare: Episode 3)
Siraj Raval Beginner 4y ago
Etienne Dilocker on Vector Search Engines and Weaviate
Large Language Models โšก AI Lesson
Etienne Dilocker on Vector Search Engines and Weaviate
Connor Shorten Beginner 4y ago
Ecommerce Product Packaging Design And Unboxing Tips
Large Language Models
Ecommerce Product Packaging Design And Unboxing Tips
Learn With Shopify Beginner 4y ago
The Weaponization of Outbreaks: Crash Course Outbreak Science #5
Large Language Models
The Weaponization of Outbreaks: Crash Course Outbreak Science #5
CrashCourse Beginner 4y ago
A Quick Tutorial on NLP Basics
Large Language Models
A Quick Tutorial on NLP Basics
Automata Learning Lab Beginner 4y ago
#72 Building High Performing Data Teams (with Syafri Bahar)
Large Language Models โšก AI Lesson
#72 Building High Performing Data Teams (with Syafri Bahar)
DataCamp Beginner 4y ago
Metaclasses in Python
Large Language Models
Metaclasses in Python
mCoding Beginner 4y ago
Perceiver for Cardiac Video Data Classification (AlphaCare: Episode 2)
Large Language Models
Perceiver for Cardiac Video Data Classification (AlphaCare: Episode 2)
Siraj Raval Beginner 4y ago
GPT-J-6B on Hugging Face- AI Text Generation App + Gradio App with 6 lines of Python Code
Large Language Models
GPT-J-6B on Hugging Face- AI Text Generation App + Gradio App with 6 lines of Python Code
1littlecoder Beginner 4y ago
Aromaticity, Hโˆšยบckel's Rule, and Chemical Equivalence in NMR: Crash Course Organic Chemistry #36
Large Language Models
Aromaticity, Hโˆšยบckel's Rule, and Chemical Equivalence in NMR: Crash Course Organic Chemistry #36
CrashCourse Beginner 4y ago
Passthrough some columns and drop others in a ColumnTransformer
Large Language Models
Passthrough some columns and drop others in a ColumnTransformer
Data School Beginner 4y ago
Grow Your Career in the Industry as an ML Practitioner
Large Language Models โšก AI Lesson
Grow Your Career in the Industry as an ML Practitioner
DeepLearningAI Beginner 4y ago
Intro to APIs in Python - API Series #1
Large Language Models
Intro to APIs in Python - API Series #1
James Briggs Beginner 4y ago
Hugging Face Infinity Launch - 09/28
Large Language Models
Hugging Face Infinity Launch - 09/28
HuggingFace Beginner 4y ago
How a concubine became the ruler of Egypt - Abdallah Ewis
Large Language Models
How a concubine became the ruler of Egypt - Abdallah Ewis
TED-Ed Beginner 4y ago
Lecture 14: Limited Attention
Large Language Models
Lecture 14: Limited Attention
MIT OpenCourseWare Beginner 4y ago
ยฟQuรฉ es un TRANSFORMER? La Red Neuronal que lo cambiรณ TODO!
Large Language Models
ยฟQuรฉ es un TRANSFORMER? La Red Neuronal que lo cambiรณ TODO!
Dot CSV Beginner 4y ago
Natural Language Processing with spaCy & Python - Course for Beginners
Large Language Models โšก AI Lesson
Natural Language Processing with spaCy & Python - Course for Beginners
freeCodeCamp.org Beginner 4y ago
How Hidden Technology Transformed Bowling
Large Language Models โšก AI Lesson
How Hidden Technology Transformed Bowling
Veritasium Beginner 4y ago
What are Session-Based Recommenders?
Large Language Models
What are Session-Based Recommenders?
NVIDIA Developer Beginner 4y ago
Does GPT-3 lie? - Misinformation and fear-mongering around the TruthfulQA dataset
Large Language Models
Does GPT-3 lie? - Misinformation and fear-mongering around the TruthfulQA dataset
Yannic Kilcher Beginner 4y ago
Get the feature names output by a ColumnTransformer
Large Language Models
Get the feature names output by a ColumnTransformer
Data School Beginner 4y ago
12. Bellman-Ford
Large Language Models
12. Bellman-Ford
MIT OpenCourseWare Beginner 4y ago
React Group Video Calling App Tutorial
Large Language Models
React Group Video Calling App Tutorial
Tech With Tim Beginner 4y ago
Emily M. Bender โ€” Language Models and Linguistics
Large Language Models โšก AI Lesson
Emily M. Bender โ€” Language Models and Linguistics
Weights & Biases Beginner 4y ago
Solidity, Blockchain, and Smart Contract Course โ€“ Beginner to Expert Python Tutorial
Large Language Models โšก AI Lesson
Solidity, Blockchain, and Smart Contract Course โ€“ Beginner to Expert Python Tutorial
freeCodeCamp.org Beginner 4y ago
Search Query Expansion using Natural Language Processing and Machine Learning | Community Webinar
Large Language Models
Search Query Expansion using Natural Language Processing and Machine Learning | Community Webinar
Data Science Dojo Beginner 4y ago
AI Content Creation Showdown: Is Jasper.ai BETTER than your writer?
Large Language Models
AI Content Creation Showdown: Is Jasper.ai BETTER than your writer?
Authority Hacker Podcast Beginner 4y ago
Generalization in Open-Domain Question Answering
Large Language Models
Generalization in Open-Domain Question Answering
Connor Shorten Beginner 4y ago
Favorite Python Books: Effective Python
Large Language Models
Favorite Python Books: Effective Python
Jay Alammar Beginner 4y ago
ALiBi - Train Short, Test Long: Attention with linear biases enables input length extrapolation
Large Language Models
ALiBi - Train Short, Test Long: Attention with linear biases enables input length extrapolation
Yannic Kilcher Beginner 4y ago
What Is A SWOT Analysis? How To Make One For Your Business (Plus A Free Template)
Large Language Models โšก AI Lesson
What Is A SWOT Analysis? How To Make One For Your Business (Plus A Free Template)
Learn With Shopify Beginner 4y ago
ALiBi | Train Short, Test Long: Attention With Linear Biases Enables Input Length Extrapolation
Large Language Models
ALiBi | Train Short, Test Long: Attention With Linear Biases Enables Input Length Extrapolation
Aleksa Gordiฤ‡ - The AI Epiphany Beginner 4y ago
I used GPT-3 to Write Poetry โ€ข Is AI the Future of Creative Writing?
Large Language Models
I used GPT-3 to Write Poetry โ€ข Is AI the Future of Creative Writing?
pixegami Beginner 4y ago
What is tokenization and how does it work? Tokenizers explained.
Large Language Models
What is tokenization and how does it work? Tokenizers explained.
AI Coffee Break with Letitia Beginner 4y ago
Joscha Bach: Nature of Reality, Dreams, and Consciousness | Lex Fridman Podcast #212
Large Language Models
Joscha Bach: Nature of Reality, Dreams, and Consciousness | Lex Fridman Podcast #212
Lex Fridman Beginner 4y ago
How Tesla Autopilot Feature works
Large Language Models
How Tesla Autopilot Feature works
What's AI by Louis-Franรงois Bouchard Beginner 4y ago
Talks S2E2 (Vasudev Gupta): Understanding BigBird (Transformers for Longer Sequences)
Large Language Models โšก AI Lesson
Talks S2E2 (Vasudev Gupta): Understanding BigBird (Transformers for Longer Sequences)
Abhishek Thakur Beginner 4y ago
Build NLP Pipelines with HuggingFace Datasets
Large Language Models โšก AI Lesson
Build NLP Pipelines with HuggingFace Datasets
James Briggs Beginner 4y ago
Metadata Filtering for Vector Search + Latest Filter Tech
Large Language Models โšก AI Lesson
Metadata Filtering for Vector Search + Latest Filter Tech
James Briggs Beginner 4y ago
17. Dynamic Programming, Part 3: APSP, Parens, Piano
Large Language Models
17. Dynamic Programming, Part 3: APSP, Parens, Piano
MIT OpenCourseWare Beginner 4y ago
Quiz 2 Review
Large Language Models โšก AI Lesson
Quiz 2 Review
MIT OpenCourseWare Beginner 4y ago
Frederick Douglass: Crash Course Black American History #17
Large Language Models
Frederick Douglass: Crash Course Black American History #17
CrashCourse Beginner 4y ago
Use FunctionTransformer to convert functions into transformers
Large Language Models
Use FunctionTransformer to convert functions into transformers
Data School Beginner 4y ago
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