Core AI

Large Language Models

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

24,875
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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Dealing With Mission-Critical Systems
Large Language Models ⚡ AI Lesson
Dealing With Mission-Critical Systems
ArjanCodes Intermediate 3y ago
Darth Vader To Be Voiced By AI In Future | The Weekly Roundup
Large Language Models
Darth Vader To Be Voiced By AI In Future | The Weekly Roundup
DataCamp Intermediate 3y ago
Hugging Face Image-to-Text Pipeline for Image Captioning, Handwriting OCR - Full Code with Demo
Large Language Models
Hugging Face Image-to-Text Pipeline for Image Captioning, Handwriting OCR - Full Code with Demo
1littlecoder Intermediate 3y ago
Play Twenty Questions with GPT-3 (Full Game Coding Walkthrough)
Large Language Models ⚡ AI Lesson
Play Twenty Questions with GPT-3 (Full Game Coding Walkthrough)
David Shapiro Intermediate 3y ago
Is OpenAI really open or closed? My thoughts on OpenAI journey GPT to Whisper
Large Language Models
Is OpenAI really open or closed? My thoughts on OpenAI journey GPT to Whisper
1littlecoder Intermediate 3y ago
Part 1: Accelerate your training speed with the FSDP Transformer wrapper
Large Language Models
Part 1: Accelerate your training speed with the FSDP Transformer wrapper
PyTorch Intermediate 3y ago
Quick Demo of NLPCloud's GPT-NeoX-20B Instruct-trained model
Large Language Models
Quick Demo of NLPCloud's GPT-NeoX-20B Instruct-trained model
David Shapiro Intermediate 3y ago
OPT-175B: Open Pretrained Transformer | ML Coding Series
Large Language Models
OPT-175B: Open Pretrained Transformer | ML Coding Series
Aleksa Gordić - The AI Epiphany Intermediate 3y ago
Build and Deploy a Web 3.0 Cryptocurrency Exchange Decentralized Application
Large Language Models
Build and Deploy a Web 3.0 Cryptocurrency Exchange Decentralized Application
JavaScript Mastery Intermediate 3y ago
Data Prep Ops: The Missing Piece of the MLOps Puzzle
Large Language Models ⚡ AI Lesson
Data Prep Ops: The Missing Piece of the MLOps Puzzle
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
Accelerate Big Model Inference: How Does it Work?
Large Language Models
Accelerate Big Model Inference: How Does it Work?
HuggingFace Intermediate 3y ago
Stable Diffusion: High-Resolution Image Synthesis with Latent Diffusion Models | ML Coding Series
Large Language Models
Stable Diffusion: High-Resolution Image Synthesis with Latent Diffusion Models | ML Coding Series
Aleksa Gordić - The AI Epiphany Intermediate 3y ago
GUI-based Few Shot Classification Model Trainer | Demo
Large Language Models
GUI-based Few Shot Classification Model Trainer | Demo
James Briggs Intermediate 3y ago
Multimodal, Multi-Lingual NLP at Hugging Face with John Bohannon and Douwe Kiela - #589
Large Language Models ⚡ AI Lesson
Multimodal, Multi-Lingual NLP at Hugging Face with John Bohannon and Douwe Kiela - #589
The TWIML AI Podcast with Sam Charrington Intermediate 3y ago
Get website summaries with one line of code!
Large Language Models
Get website summaries with one line of code!
AssemblyAI Intermediate 3y ago
3 amazing Python Libraries for text processing
Large Language Models ⚡ AI Lesson
3 amazing Python Libraries for text processing
AssemblyAI Intermediate 3y ago
AlexNet and ImageNet Explained
Large Language Models
AlexNet and ImageNet Explained
James Briggs Intermediate 3y ago
Ad Targeting in Amazon Smart Speakers
Large Language Models ⚡ AI Lesson
Ad Targeting in Amazon Smart Speakers
Data Skeptic Intermediate 3y ago
pandas for data science in python #shorts
Large Language Models
pandas for data science in python #shorts
Jay Alammar Intermediate 3y ago
Sue Ann Pien, Rick Glassman and Albert Rutecki | As We See It | Talks at Google
Large Language Models
Sue Ann Pien, Rick Glassman and Albert Rutecki | As We See It | Talks at Google
Talks at Google Intermediate 3y ago
Five Guys CEO: How we built a burger empire WITHOUT ANY Marketing: John Eckbert | E168
Large Language Models
Five Guys CEO: How we built a burger empire WITHOUT ANY Marketing: John Eckbert | E168
The Diary Of A CEO Intermediate 3y ago
#97 How Salesforce Created a High-Impact Data Science Organization (with Anjali Samani)
Large Language Models ⚡ AI Lesson
#97 How Salesforce Created a High-Impact Data Science Organization (with Anjali Samani)
DataCamp Intermediate 3y ago
Run on thousands of AWS GPUs with Amazon SageMaker Model Training - AWS Virtual Workshop
Large Language Models
Run on thousands of AWS GPUs with Amazon SageMaker Model Training - AWS Virtual Workshop
AWS Developers Intermediate 3y ago
MERN Authentication Tutorial #6 - Signing Tokens
Large Language Models ⚡ AI Lesson
MERN Authentication Tutorial #6 - Signing Tokens
Net Ninja Intermediate 3y ago
Learn how to Mint NFTs on Ethereum Goerli Test Network using AMB and MetaMask - AWS Virtual Workshop
Large Language Models
Learn how to Mint NFTs on Ethereum Goerli Test Network using AMB and MetaMask - AWS Virtual Workshop
AWS Developers Intermediate 3y ago
Me he clonado con IA y he entrevistado a MI AVATAR ARTIFICIAL
Large Language Models
Me he clonado con IA y he entrevistado a MI AVATAR ARTIFICIAL
Dot CSV Intermediate 3y ago
CV Study Group: Swin Transformer
Large Language Models
CV Study Group: Swin Transformer
HuggingFace Intermediate 3y ago
¿Qué es un LLM? Enormes Modelos del Lenguaje | Large Language Models
Large Language Models
¿Qué es un LLM? Enormes Modelos del Lenguaje | Large Language Models
Dot CSV Intermediate 3y ago
Why Information Theory is Important - Computerphile
Large Language Models ⚡ AI Lesson
Why Information Theory is Important - Computerphile
Computerphile Intermediate 3y ago
Why do you want to be a data scientist? Don't be a data scientist if ...
Large Language Models
Why do you want to be a data scientist? Don't be a data scientist if ...
Sophia Yang Intermediate 3y ago
Meta's OPT - GPT's Strongest Challenger in Open Source
Large Language Models
Meta's OPT - GPT's Strongest Challenger in Open Source
What's AI by Louis-François Bouchard Intermediate 3y ago
Calcul d'une intégrale avec logarithme. Attention au signe
Large Language Models
Calcul d'une intégrale avec logarithme. Attention au signe
educative Intermediate 3y ago
The banned weapon Russia (and the US) won’t give up
Large Language Models
The banned weapon Russia (and the US) won’t give up
Vox Intermediate 4y ago
PeopleLens: Using AI to support social interaction between children who are blind and their peers
Large Language Models
PeopleLens: Using AI to support social interaction between children who are blind and their peers
Microsoft Research Intermediate 4y ago
10 very promising Open Source Projects you haven’t heard of
Large Language Models
10 very promising Open Source Projects you haven’t heard of
Fireship Intermediate 4y ago
Multi-armed bandit algorithms: Thompson Sampling
Large Language Models
Multi-armed bandit algorithms: Thompson Sampling
Sophia Yang Intermediate 4y ago
How to run Large AI Models from Hugging Face on Single GPU without OOM
Large Language Models
How to run Large AI Models from Hugging Face on Single GPU without OOM
1littlecoder Intermediate 3y ago
#96 GPT-3 and our AI-Powered Future ( with Shubham Sahoo & Sandra Kublick
Large Language Models
#96 GPT-3 and our AI-Powered Future ( with Shubham Sahoo & Sandra Kublick
DataCamp Intermediate 3y ago
Load Large Language Model (2B Param) on Colab without OOM Memory Issue | Pytorch Tensor GPU
Large Language Models
Load Large Language Model (2B Param) on Colab without OOM Memory Issue | Pytorch Tensor GPU
1littlecoder Intermediate 3y ago
Sentiment Classification for Audio Files in Python | Speech Recognition Project 3
Large Language Models
Sentiment Classification for Audio Files in Python | Speech Recognition Project 3
AssemblyAI Intermediate 3y ago
PyScript - Run Python in the Browser using HTML! #Shorts
Large Language Models
PyScript - Run Python in the Browser using HTML! #Shorts
AssemblyAI Intermediate 3y ago
How to create synthetic datasets with GPT-3
Large Language Models
How to create synthetic datasets with GPT-3
David Shapiro Intermediate 4y ago
Implementing Natural Language Cognitive Architecture with GPT-3 and the "nexus" concept
Large Language Models ⚡ AI Lesson
Implementing Natural Language Cognitive Architecture with GPT-3 and the "nexus" concept
David Shapiro Intermediate 4y ago
Accelerate BERT Inference with Knowledge Distillation & AWS Inferentia
Large Language Models ⚡ AI Lesson
Accelerate BERT Inference with Knowledge Distillation & AWS Inferentia
HuggingFace Intermediate 4y ago
What is Transfer Learning? | With code in Keras
Large Language Models
What is Transfer Learning? | With code in Keras
AssemblyAI Intermediate 4y ago
Create an Amazon Lex-based Question and Answer Chatbot with the AWS QnA Bot Solution
Large Language Models
Create an Amazon Lex-based Question and Answer Chatbot with the AWS QnA Bot Solution
AWS Developers Intermediate 4y ago
Build, train, deploy, and operationalize Hugging Face models on Amazon SageMaker
Large Language Models
Build, train, deploy, and operationalize Hugging Face models on Amazon SageMaker
AWS Developers Intermediate 4y ago
Add Real-Time Speech Recognition In JavaScript!
Large Language Models ⚡ AI Lesson
Add Real-Time Speech Recognition In JavaScript!
AssemblyAI Intermediate 4y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Promote Community Events With AI
📚 Coursera Course ↗
Self-paced
Promote Community Events With AI
Opens on Coursera ↗
Gemini in Google Sheets - Español
📚 Coursera Course ↗
Self-paced
Gemini in Google Sheets - Español
Opens on Coursera ↗
Aplikasi AI Generatif: Mentransformasi Pekerjaan Anda
📚 Coursera Course ↗
Self-paced
Aplikasi AI Generatif: Mentransformasi Pekerjaan Anda
Opens on Coursera ↗
Set and Achieve Team Goals
📚 Coursera Course ↗
Self-paced
Set and Achieve Team Goals
Opens on Coursera ↗
Generative AI: Foundation Models and Platforms
📚 Coursera Course ↗
Self-paced
Generative AI: Foundation Models and Platforms
Opens on Coursera ↗
ChatGPT for Project Management: Insight, Planning, & Success
📚 Coursera Course ↗
Self-paced
ChatGPT for Project Management: Insight, Planning, & Success
Opens on Coursera ↗