Core AI

Large Language Models

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

6320
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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Batch normalization | What it is and how to implement it
Large Language Models
Batch normalization | What it is and how to implement it
AssemblyAI 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
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
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 ๐Ÿง™โ€โ™‚๏ธ How To Create The Life of Your Dreams
Large Language Models
Miles Beckler's Perfect Day Exercise ๐Ÿง™โ€โ™‚๏ธ How To Create The Life of Your Dreams
Miles Beckler Intermediate 4y ago
API Series #2 - Building an API with Flask in Python
Large Language Models
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
OpenAI Codex: An AI That Writes Video Games! ๐Ÿค–
Large Language Models
OpenAI Codex: An AI That Writes Video Games! ๐Ÿค–
Two Minute Papers Intermediate 4y ago
Prescribing Poisons for Healing? A Lesson from Traditional Chinese Pharmacy with Dr Yan Liu PhD
Large Language Models
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
MLOps in a Nutshell #shorts
Nicholas Renotte 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
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
Lookout System: National Television Commercial (1998)
Large Language Models
Lookout System: National Television Commercial (1998)
Microsoft Research Intermediate 4y ago
W&B Study Group: fastai w/ Hugging Face Demo Day
Large Language Models
W&B Study Group: fastai w/ Hugging Face Demo Day
Weights & Biases Intermediate 4y ago
Reasoning with Language Models - Turning Tables
Large Language Models
Reasoning with Language Models - Turning Tables
Connor Shorten Intermediate 4y ago
Using HTML for Language Modeling
Large Language Models
Using HTML for Language Modeling
Connor Shorten Intermediate 4y ago
7 Essential Skills Digital Content Writers Need
Large Language Models
7 Essential Skills Digital Content Writers Need
Neil Patel Intermediate 4y ago
7 Effective Tips for Presenting Data at Work!
Large Language Models
7 Effective Tips for Presenting Data at Work!
Jeff Su Intermediate 4y ago
How To Terraform Venus (Quickly)
Large Language Models
How To Terraform Venus (Quickly)
Kurzgesagt โ€“ In a Nutshell Intermediate 4y ago
ยฟEs GITHUB Copilot el FIN de los PROGRAMADORES? | IA que APRENDE a PROGRAMAR
Large Language Models
ยฟEs GITHUB Copilot el FIN de los PROGRAMADORES? | IA que APRENDE a PROGRAMAR
Dot CSV Intermediate 4y ago
"Hacker-For-Hire" Services 04 Dark Web Documentary
Large Language Models
"Hacker-For-Hire" Services 04 Dark Web Documentary
John Hammond Intermediate 4y ago
The Solar Car Revolution Could Change EVs Forever
Large Language Models
The Solar Car Revolution Could Change EVs Forever
Seeker Intermediate 4y ago
My Top 3 Favourite Webflow Animations (and How To Create Them)
Large Language Models
My Top 3 Favourite Webflow Animations (and How To Create Them)
Flux Academy Intermediate 4y ago
Watch me build my portfolio! | How to create a portfolio website
Large Language Models
Watch me build my portfolio! | How to create a portfolio website
Tina Huang Intermediate 4y ago
SEO and Accessibility: Content [Series Part 3] โ€” Whiteboard Friday
Large Language Models
SEO and Accessibility: Content [Series Part 3] โ€” Whiteboard Friday
Moz Intermediate 4y ago
Building Google.com in 5 minutes using Webflow (Webflow Micro-Course)
Large Language Models
Building Google.com in 5 minutes using Webflow (Webflow Micro-Course)
Flux Academy Intermediate 4y ago
Leadership in Extraordinary Times S4E3: Anthro-Vision: How Anthropology Can Explain Business & Life
Large Language Models
Leadership in Extraordinary Times S4E3: Anthro-Vision: How Anthropology Can Explain Business & Life
Saรฏd Business School, University of Oxford Intermediate 4y ago
60k cooking and Q&A (ft. Uncle Roger fried rice)
Large Language Models
60k cooking and Q&A (ft. Uncle Roger fried rice)
Tina Huang Intermediate 4y ago
*REVEALED* How Much Have I Made From 150K Followers On INSTAGRAM
Large Language Models
*REVEALED* How Much Have I Made From 150K Followers On INSTAGRAM
Harry | Social Media Marketing & Growth Coach Intermediate 4y ago
SEO and Accessibility: Content [Series Part 2] โ€” Whiteboard Friday
Large Language Models
SEO and Accessibility: Content [Series Part 2] โ€” Whiteboard Friday
Moz Intermediate 4y ago
Studying Scaling Laws for Transformer Architecture โ€ฆ | Shola Oyedele | OpenAI Scholars Demo Day 2021
Large Language Models
Studying Scaling Laws for Transformer Architecture โ€ฆ | Shola Oyedele | OpenAI Scholars Demo Day 2021
OpenAI Intermediate 4y ago
Words to Bytes: Exploring Language Tokenizations | Sam Gbafa | OpenAI Scholars Demo Day 2021
Large Language Models
Words to Bytes: Exploring Language Tokenizations | Sam Gbafa | OpenAI Scholars Demo Day 2021
OpenAI Intermediate 4y ago
5 Instagram STORY Hacks You Didn't Know Existed
Large Language Models
5 Instagram STORY Hacks You Didn't Know Existed
Harry | Social Media Marketing & Growth Coach Intermediate 4y ago
Long-Short Transformer
Large Language Models
Long-Short Transformer
Connor Shorten Intermediate 4y ago
Deploy a Hugging Face Transformers Model from the Model Hub to Amazon SageMaker
Large Language Models
Deploy a Hugging Face Transformers Model from the Model Hub to Amazon SageMaker
HuggingFace Intermediate 4y ago
Day 2 Talks: JAX, Flax & Transformers ๐Ÿค—
Large Language Models
Day 2 Talks: JAX, Flax & Transformers ๐Ÿค—
HuggingFace Intermediate 4y ago
Build a Custom Transformer Tokenizer - Transformers From Scratch #2
Large Language Models
Build a Custom Transformer Tokenizer - Transformers From Scratch #2
James Briggs Intermediate 4y ago
How-to Use HuggingFace's Datasets - Transformers From Scratch #1
Large Language Models
How-to Use HuggingFace's Datasets - Transformers From Scratch #1
James Briggs Intermediate 4y ago
Preprocessing sentence pairs (TensorFlow)
Large Language Models
Preprocessing sentence pairs (TensorFlow)
HuggingFace Intermediate 4y ago
Preprocessing sentence pairs (PyTorch)
Large Language Models
Preprocessing sentence pairs (PyTorch)
HuggingFace Intermediate 4y ago
Demo - Create a conversational bot for Microsoft Teams
Large Language Models
Demo - Create a conversational bot for Microsoft Teams
Microsoft 365 Developer Intermediate 4y ago
Demo - Obtain an access token to call Microsoft Graph
Large Language Models
Demo - Obtain an access token to call Microsoft Graph
Microsoft 365 Developer Intermediate 4y ago
Training BERT #4 - Train With Next Sentence Prediction (NSP)
Large Language Models
Training BERT #4 - Train With Next Sentence Prediction (NSP)
James Briggs Intermediate 4y ago
Web Design Tips To Go From Good to Glorious
Large Language Models
Web Design Tips To Go From Good to Glorious
Flux Academy Intermediate 4y ago
Training BERT #2 - Train With Masked-Language Modeling (MLM)
Large Language Models
Training BERT #2 - Train With Masked-Language Modeling (MLM)
James Briggs Intermediate 4y ago
We code a trading bot live! @jacobamaral
Large Language Models
We code a trading bot live! @jacobamaral
Tina Huang Intermediate 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Analyze AI to Amplify Brand Success
๐Ÿ“š Coursera Course โ†—
Self-paced
Analyze AI to Amplify Brand Success
Opens on Coursera โ†—
Introduction to Large Language Models - ื‘ืขื‘ืจื™ืช
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Large Language Models - ื‘ืขื‘ืจื™ืช
Opens on Coursera โ†—
Finding Problems Worth Solving
๐Ÿ“š Coursera Course โ†—
Self-paced
Finding Problems Worth Solving
Opens on Coursera โ†—
Multimodal Use Cases with Gemini 1.5
๐Ÿ“š Coursera Course โ†—
Self-paced
Multimodal Use Cases with Gemini 1.5
Opens on Coursera โ†—
Pitch with Impact
๐Ÿ“š Coursera Course โ†—
Self-paced
Pitch with Impact
Opens on Coursera โ†—
Retail Sales Psychology: The Essentials of Selling More
๐Ÿ“š Coursera Course โ†—
Self-paced
Retail Sales Psychology: The Essentials of Selling More
Opens on Coursera โ†—