Core AI

Large Language Models

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

24,886
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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Scaling BERT and GPT for Financial Services with Jennifer Glore - #561
Large Language Models ⚡ AI Lesson
Scaling BERT and GPT for Financial Services with Jennifer Glore - #561
The TWIML AI Podcast with Sam Charrington Intermediate 4y ago
Multi-armed bandit algorithms - Epsilon greedy algorithm
Large Language Models
Multi-armed bandit algorithms - Epsilon greedy algorithm
Sophia Yang Intermediate 4y ago
Multi-armed bandit algorithms - ETC Explore then Commit
Large Language Models ⚡ AI Lesson
Multi-armed bandit algorithms - ETC Explore then Commit
Sophia Yang Intermediate 4y ago
Uso una IA para PROGRAMAR el JUEGO del Wordle! (y funciona) | CODEX
Large Language Models
Uso una IA para PROGRAMAR el JUEGO del Wordle! (y funciona) | CODEX
Dot CSV Intermediate 4y ago
Research Talk: Enhancing the robustness of massive language models via invariant risk minimization
Large Language Models ⚡ AI Lesson
Research Talk: Enhancing the robustness of massive language models via invariant risk minimization
Microsoft Research Intermediate 4y ago
Research talk: Semantic search science: How Microsoft Bing AI is powering Azure Cognitive Search
Large Language Models ⚡ AI Lesson
Research talk: Semantic search science: How Microsoft Bing AI is powering Azure Cognitive Search
Microsoft Research Intermediate 4y ago
What we found when we went looking for another Earth
Large Language Models
What we found when we went looking for another Earth
Vox Intermediate 4y ago
Decrypting Web 3.0
Large Language Models
Decrypting Web 3.0
Krish Naik Intermediate 4y ago
Pyctcdecode & Speech2text decoding
Large Language Models
Pyctcdecode & Speech2text decoding
HuggingFace Intermediate 4y ago
How to Get Clients, Close Deals, and Get Contracts Signed
Large Language Models ⚡ AI Lesson
How to Get Clients, Close Deals, and Get Contracts Signed
Copyblogger Intermediate 4y ago
Train and Deploy Vision Transformers for ANYTHING using Hugging Pics 🤗🖼
Large Language Models ⚡ AI Lesson
Train and Deploy Vision Transformers for ANYTHING using Hugging Pics 🤗🖼
HuggingFace Intermediate 4y ago
Transformers for Vision Tasks
Large Language Models ⚡ AI Lesson
Transformers for Vision Tasks
The TWIML AI Podcast with Sam Charrington Intermediate 4y ago
Best Free Speech-To-Text APIs and Open Source Libraries
Large Language Models
Best Free Speech-To-Text APIs and Open Source Libraries
AssemblyAI Intermediate 4y ago
AugSBERT: Domain Transfer for Sentence Transformers
Large Language Models ⚡ AI Lesson
AugSBERT: Domain Transfer for Sentence Transformers
James Briggs Intermediate 4y ago
Building Transformer Tokenizers (Dhivehi NLP #1)
Large Language Models ⚡ AI Lesson
Building Transformer Tokenizers (Dhivehi NLP #1)
James Briggs Intermediate 4y ago
Build a Social Media Dapp with Polygon
Large Language Models
Build a Social Media Dapp with Polygon
Siraj Raval Intermediate 4y ago
Kaggle Notebooks 2021 Topic Modelling with BERTopic | Applied NLP Tutorial
Large Language Models
Kaggle Notebooks 2021 Topic Modelling with BERTopic | Applied NLP Tutorial
1littlecoder Intermediate 4y ago
The Software Designer Mindset
Large Language Models
The Software Designer Mindset
ArjanCodes Intermediate 4y ago
AI Photo Upscaling (image super-resolution) 2021 SOTA Results: SwinIR
Large Language Models
AI Photo Upscaling (image super-resolution) 2021 SOTA Results: SwinIR
What's AI by Louis-François Bouchard Intermediate 4y ago
Esta Inteligencia Artificial ESCRIBE MEJOR QUE TÚ... ¡Y puedes probarla! | GPT-3
Large Language Models
Esta Inteligencia Artificial ESCRIBE MEJOR QUE TÚ... ¡Y puedes probarla! | GPT-3
Dot CSV Intermediate 4y ago
Durable Data Discovery: Making Exploratory Analysis Stick // James Campbell // MLOps Meetup #86
Large Language Models ⚡ AI Lesson
Durable Data Discovery: Making Exploratory Analysis Stick // James Campbell // MLOps Meetup #86
MLOps.community Intermediate 4y ago
Step-by-Step Natural Language Processing Workshop: From Data to Deployment
Large Language Models ⚡ AI Lesson
Step-by-Step Natural Language Processing Workshop: From Data to Deployment
DeepLearningAI Intermediate 4y ago
Batch normalization | What it is and how to implement it
Large Language Models ⚡ AI Lesson
Batch normalization | What it is and how to implement it
AssemblyAI Intermediate 4y ago
Demo - Incorporate the Microsoft Authentication Library into ASP.NET MVC web apps
Large Language Models
Demo - Incorporate the Microsoft Authentication Library into ASP.NET MVC web apps
Microsoft 365 Developer Intermediate 4y ago
Demo - Display user information from Microsoft Graph
Large Language Models
Demo - Display user information from Microsoft Graph
Microsoft 365 Developer Intermediate 4y ago
24. Attention and Awareness
Large Language Models ⚡ AI Lesson
24. Attention and Awareness
MIT OpenCourseWare Intermediate 4y ago
Oliver Burkeman | Four Thousand Weeks: Time and How to Use It | Talks at Google
Large Language Models
Oliver Burkeman | Four Thousand Weeks: Time and How to Use It | Talks at Google
Talks at Google Intermediate 4y ago
Miles Beckler's Perfect Day Exercise 🧙‍♂️ How To Create The Life of Your Dreams
Large Language Models ⚡ AI Lesson
Miles Beckler's Perfect Day Exercise 🧙‍♂️ How To Create The Life of Your Dreams
Miles Beckler Intermediate 4y ago
OpenAI Codex: An AI That Writes Video Games! 🤖
Large Language Models
OpenAI Codex: An AI That Writes Video Games! 🤖
Two Minute Papers Intermediate 4y ago
Prescribing Poisons for Healing? A Lesson from Traditional Chinese Pharmacy with Dr Yan Liu PhD
Large Language Models ⚡ AI Lesson
Prescribing Poisons for Healing? A Lesson from Traditional Chinese Pharmacy with Dr Yan Liu PhD
TCM Academy Intermediate 4y ago
MLOps in a Nutshell #shorts
Large Language Models ⚡ AI Lesson
MLOps in a Nutshell #shorts
Nicholas Renotte Intermediate 4y ago
Prototype AGI demo - Natural Language Cognitive Architecture "NLCA" running on GPT-3
Large Language Models
Prototype AGI demo - Natural Language Cognitive Architecture "NLCA" running on GPT-3
David Shapiro Intermediate 4y ago
Hugging Face Course Workshops: Pretraining Language Models & CodeParrot
Large Language Models ⚡ AI Lesson
Hugging Face Course Workshops: Pretraining Language Models & CodeParrot
HuggingFace Intermediate 4y ago
Hugging Face Course Workshops: Question Answering
Large Language Models
Hugging Face Course Workshops: Question Answering
HuggingFace Intermediate 4y ago
Hugging Face Course Workshops: Question Answering
Large Language Models
Hugging Face Course Workshops: Question Answering
HuggingFace Intermediate 4y ago
Get your own tokenizer with 🤗 Transformers & 🤗 Tokenizers
Large Language Models
Get your own tokenizer with 🤗 Transformers & 🤗 Tokenizers
HuggingFace Intermediate 4y ago
Writing a good issue
Large Language Models
Writing a good issue
HuggingFace Intermediate 4y ago
Byte Pair Encoding Tokenization
Large Language Models
Byte Pair Encoding Tokenization
HuggingFace Intermediate 4y ago
Building a new tokenizer
Large Language Models
Building a new tokenizer
HuggingFace Intermediate 4y ago
Training a new tokenizer
Large Language Models
Training a new tokenizer
HuggingFace Intermediate 4y ago
Unigram Tokenization
Large Language Models
Unigram Tokenization
HuggingFace Intermediate 4y ago
WordPiece Tokenization
Large Language Models
WordPiece Tokenization
HuggingFace Intermediate 4y ago
Workshop: MLOps: End-to-End Hugging Face Transformers with the Hub & SageMaker Pipelines
Large Language Models
Workshop: MLOps: End-to-End Hugging Face Transformers with the Hub & SageMaker Pipelines
HuggingFace Intermediate 4y ago
Open Source Office Hours
Large Language Models ⚡ AI Lesson
Open Source Office Hours
HuggingFace Intermediate 4y ago
Workshop: Going Production: Deploying, Scaling & Monitoring Hugging Face Transformer models
Large Language Models
Workshop: Going Production: Deploying, Scaling & Monitoring Hugging Face Transformer models
HuggingFace Intermediate 4y ago
API Series #2 - Building an API with Flask in Python
Large Language Models ⚡ AI Lesson
API Series #2 - Building an API with Flask in Python
James Briggs Intermediate 4y ago
How to Build a Bert WordPiece Tokenizer in Python and HuggingFace
Large Language Models
How to Build a Bert WordPiece Tokenizer in Python and HuggingFace
James Briggs Intermediate 4y ago
Run a Batch Transform Job using Hugging Face Transformers and Amazon SageMaker
Large Language Models
Run a Batch Transform Job using Hugging Face Transformers and Amazon SageMaker
HuggingFace Intermediate 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Getting started with the Vertex AI Gemini 1.5 Pro Model
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Self-paced
Getting started with the Vertex AI Gemini 1.5 Pro Model
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Unify Modalities: Cross-Modal Retrieval
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Self-paced
Unify Modalities: Cross-Modal Retrieval
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Fine-Tuning & Optimizing Large Language Models
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Self-paced
Fine-Tuning & Optimizing Large Language Models
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Becoming a Language Friendly Teacher
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Self-paced
Becoming a Language Friendly Teacher
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Human Cognitive Capacities & Limitations
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Self-paced
Human Cognitive Capacities & Limitations
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NLP: Fine-Tune & Preprocess Text
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Self-paced
NLP: Fine-Tune & Preprocess Text
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