Core AI

Large Language Models

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

6321
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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Project Idea Generator Demo By Tobechukwu Okamkpa
Large Language Models
Project Idea Generator Demo By Tobechukwu Okamkpa
Cohere Intermediate 3y ago
Cohere API Community Demos | October 2022
Large Language Models
Cohere API Community Demos | October 2022
Cohere Intermediate 3y ago
How to Reprogram Your Mind | 74 Minutes of Insight with Dr. Joe Dispenza, Wayne Dyer
Large Language Models
How to Reprogram Your Mind | 74 Minutes of Insight with Dr. Joe Dispenza, Wayne Dyer
Evan Carmichael Intermediate 3y ago
Panel: Safety Amongst Strangers: Why Psychological Safety Matters When Building Your Security Teams
Large Language Models
Panel: Safety Amongst Strangers: Why Psychological Safety Matters When Building Your Security Teams
SANS Institute Intermediate 3y ago
BLOOMZ - InstructGPT OpenSource Equivalent for MultiLanguage LLM NLP Tasks
Large Language Models
BLOOMZ - InstructGPT OpenSource Equivalent for MultiLanguage LLM NLP Tasks
1littlecoder Intermediate 3y ago
Hugging Face Reading Group: Session 2
Large Language Models
Hugging Face Reading Group: Session 2
HuggingFace Intermediate 3y ago
Your Consent is Worth 75 Euros a Year
Large Language Models
Your Consent is Worth 75 Euros a Year
Data Skeptic Intermediate 3y ago
A Morning Commute for Remote Work in Bali
Large Language Models
A Morning Commute for Remote Work in Bali
James Briggs Intermediate 3y ago
Transformers: The best idea in AI | Andrej Karpathy and Lex Fridman
8:38
Large Language Models
Transformers: The best idea in AI | Andrej Karpathy and Lex Fridman
Lex Clips Intermediate 3y ago
How to solve data quality issues | Data Reliability | Meet the Author
Large Language Models
How to solve data quality issues | Data Reliability | Meet the Author
Sophia Yang Intermediate 3y ago
Stanford Seminar - Multi-Sensory Neural Objects: Modeling, Inference, and Applications in Robotics
Large Language Models
Stanford Seminar - Multi-Sensory Neural Objects: Modeling, Inference, and Applications in Robotics
Stanford Online Intermediate 3y ago
Hugging Face Reading Group: Session 1
Large Language Models
Hugging Face Reading Group: Session 1
HuggingFace Intermediate 3y ago
How to optimize Amazon Transcribe for your speech to text needs - AWS Online Tech Talks
Large Language Models
How to optimize Amazon Transcribe for your speech to text needs - AWS Online Tech Talks
AWS Developers Intermediate 3y ago
NEW Voice2img prototype! This AI assistant is using Stable diffusion!
Large Language Models
NEW Voice2img prototype! This AI assistant is using Stable diffusion!
Sebastian Kamph Intermediate 3y ago
Dealing With Mission-Critical Systems
Large Language Models
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
Play Twenty Questions with GPT-3 (Full Game Coding Walkthrough)
David Shapiro 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
Data Prep Ops: The Missing Piece of the MLOps Puzzle
The TWIML AI Podcast with Sam Charrington 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
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
3 amazing Python Libraries for text processing
AssemblyAI Intermediate 3y ago
Ad Targeting in Amazon Smart Speakers
Large Language Models
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
#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
MERN Authentication Tutorial #6 - Signing Tokens
Net Ninja 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
¿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
Why Information Theory is Important - Computerphile
Computerphile Intermediate 3y ago
Jay Alammar Presents Large Language Models for Real World Applications
Large Language Models
Jay Alammar Presents Large Language Models for Real World Applications
Cohere 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
Accelerate Big Model Inference: How Does it Work?
Large Language Models
Accelerate Big Model Inference: How Does it Work?
HuggingFace Intermediate 3y ago
AlexNet and ImageNet Explained
Large Language Models
AlexNet and ImageNet Explained
James Briggs Intermediate 3y 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
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
#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
CV Study Group: Swin Transformer
Large Language Models
CV Study Group: Swin Transformer
HuggingFace 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
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Ultimate ASP.NET Core Web API Development Guide
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Ultimate ASP.NET Core Web API Development Guide
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Einbettungen, Vektorsuche und RAG mit BigQuery erstellen
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Einbettungen, Vektorsuche und RAG mit BigQuery erstellen
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Harnessing Open Source LLMs and ChatGPT with Minimal Code
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Harnessing Open Source LLMs and ChatGPT with Minimal Code
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Ubiquitous Learning and Instructional Technologies
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Ubiquitous Learning and Instructional Technologies
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Gemini for end-to-end SDLC
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Breach From Within: Introduction to Insider Risk and Threats
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Breach From Within: Introduction to Insider Risk and Threats
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