Core AI

Large Language Models

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

24,942
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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Bootstrap 5 Crash Course | Website Build & Deploy
Large Language Models ⚡ AI Lesson
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Inspecting Neural Networks with CCA - A Gentle Intro (Explainable AI for Deep Learning)
Large Language Models
Inspecting Neural Networks with CCA - A Gentle Intro (Explainable AI for Deep Learning)
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New Features in Python 3.10
Large Language Models ⚡ AI Lesson
New Features in Python 3.10
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FREE 11 Hour NLP Transformers Course (Next 3 Days Only)
Large Language Models
FREE 11 Hour NLP Transformers Course (Next 3 Days Only)
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20+ Ways To Get More Clients For Your SEO Agency - How To Get More Customers
Large Language Models
20+ Ways To Get More Clients For Your SEO Agency - How To Get More Customers
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Why the US government murdered Fred Hampton
Large Language Models
Why the US government murdered Fred Hampton
Vox Beginner 4y ago
Probing Classifiers: A Gentle Intro (Explainable AI for Deep Learning)
Large Language Models
Probing Classifiers: A Gentle Intro (Explainable AI for Deep Learning)
Jay Alammar Beginner 4y ago
Slave Codes: Crash Course Black American History #4
Large Language Models
Slave Codes: Crash Course Black American History #4
CrashCourse Beginner 4y ago
Applied AI Research at AWS with Alex Smola - #487
Large Language Models ⚡ AI Lesson
Applied AI Research at AWS with Alex Smola - #487
The TWIML AI Podcast with Sam Charrington Beginner 4y ago
How to self study using MOOCS (Udemy, Coursera, and other online courses) | self study online
Large Language Models ⚡ AI Lesson
How to self study using MOOCS (Udemy, Coursera, and other online courses) | self study online
Tina Huang Beginner 4y ago
Custom Training Question Answer Model Using Transformer BERT
Large Language Models
Custom Training Question Answer Model Using Transformer BERT
Krish Naik Beginner 4y ago
Expire-Span: Not All Memories are Created Equal: Learning to Forget by Expiring (Paper Explained)
Large Language Models ⚡ AI Lesson
Expire-Span: Not All Memories are Created Equal: Learning to Forget by Expiring (Paper Explained)
Yannic Kilcher Beginner 4y ago
6 Secret Webflow Hacks To Help You Stand Out
Large Language Models
6 Secret Webflow Hacks To Help You Stand Out
Flux Academy Beginner 4y ago
Why you should have a portfolio website
Large Language Models ⚡ AI Lesson
Why you should have a portfolio website
Tina Huang Beginner 4y ago
L19.5.2.2 GPT-v1: Generative Pre-Trained Transformer
Large Language Models
L19.5.2.2 GPT-v1: Generative Pre-Trained Transformer
Sebastian Raschka Beginner 4y ago
L19.5.2.4 GPT-v2: Language Models are Unsupervised Multitask Learners
Large Language Models
L19.5.2.4 GPT-v2: Language Models are Unsupervised Multitask Learners
Sebastian Raschka Beginner 4y ago
Before & After: Top 5 Redesigns of a Small Business Website
Large Language Models
Before & After: Top 5 Redesigns of a Small Business Website
Flux Academy Beginner 4y ago
An Introduction to Accessibility and SEO [Series Part 1] — Whiteboard Friday
Large Language Models
An Introduction to Accessibility and SEO [Series Part 1] — Whiteboard Friday
Moz Beginner 4y ago
Building Trust in Artificial Intelligence (AI) Solutions | Responsible AI | Community Webinar
Large Language Models
Building Trust in Artificial Intelligence (AI) Solutions | Responsible AI | Community Webinar
Data Science Dojo Beginner 4y ago
Proof of Stake with Essentia
Large Language Models
Proof of Stake with Essentia
Siraj Raval Beginner 4y ago
Why the US has two different highway fonts
Large Language Models
Why the US has two different highway fonts
Vox Beginner 4y ago
AI Text and Code Generation with GPT Neo and Python | GPT3 Clone
Large Language Models
AI Text and Code Generation with GPT Neo and Python | GPT3 Clone
Nicholas Renotte Beginner 5y ago
Beautiful Terminal Styling in Python With Rich
Large Language Models
Beautiful Terminal Styling in Python With Rich
Patrick Loeber Beginner 5y ago
Coding Up a Linear Regression Algorithm From Scratch | Machine Learning Project
Large Language Models ⚡ AI Lesson
Coding Up a Linear Regression Algorithm From Scratch | Machine Learning Project
Data Science Dojo Beginner 5y ago
AI-Generated Blog Content with GPT-Neo (GPT-3 Alternative) + Gradio | Python ML Web App
Large Language Models
AI-Generated Blog Content with GPT-Neo (GPT-3 Alternative) + Gradio | Python ML Web App
1littlecoder Beginner 5y ago
Up and Down the Ladder of Abstraction [interactive article by Bret Victor, 2011]
Large Language Models
Up and Down the Ladder of Abstraction [interactive article by Bret Victor, 2011]
Jay Alammar Beginner 4y ago
Training BERT #1 - Masked-Language Modeling (MLM)
Large Language Models
Training BERT #1 - Masked-Language Modeling (MLM)
James Briggs Beginner 4y ago
Neural Activations & Dataset Examples
Large Language Models
Neural Activations & Dataset Examples
Jay Alammar Beginner 4y ago
L19.5.2.7: Closing Words -- The Recent Growth of Language Transformers
Large Language Models
L19.5.2.7: Closing Words -- The Recent Growth of Language Transformers
Sebastian Raschka Beginner 4y ago
L19.5.2.6 BART: Combining Bidirectional and Auto-Regressive Transformers
Large Language Models
L19.5.2.6 BART: Combining Bidirectional and Auto-Regressive Transformers
Sebastian Raschka Beginner 4y ago
L19.5.2.5 GPT-v3: Language Models are Few-Shot Learners
Large Language Models
L19.5.2.5 GPT-v3: Language Models are Few-Shot Learners
Sebastian Raschka Beginner 4y ago
L19.6 DistilBert Movie Review Classifier in PyTorch -- Code Example
Large Language Models
L19.6 DistilBert Movie Review Classifier in PyTorch -- Code Example
Sebastian Raschka Beginner 4y ago
L19.5.2.3 BERT: Bidirectional Encoder Representations from Transformers
Large Language Models
L19.5.2.3 BERT: Bidirectional Encoder Representations from Transformers
Sebastian Raschka Beginner 4y ago
L19.5.2.1 Some Popular Transformer Models: BERT, GPT, and BART -- Overview
Large Language Models
L19.5.2.1 Some Popular Transformer Models: BERT, GPT, and BART -- Overview
Sebastian Raschka Beginner 4y ago
L19.5.1 The Transformer Architecture
Large Language Models
L19.5.1 The Transformer Architecture
Sebastian Raschka Beginner 4y ago
NER With Transformers and spaCy (Python)
Large Language Models
NER With Transformers and spaCy (Python)
James Briggs Beginner 4y ago
The Unreasonable Effectiveness of RNNs (Article and Visualization Commentary) [2015 article]
Large Language Models
The Unreasonable Effectiveness of RNNs (Article and Visualization Commentary) [2015 article]
Jay Alammar Beginner 4y ago
Sentence Similarity With Transformers and PyTorch (Python)
Large Language Models ⚡ AI Lesson
Sentence Similarity With Transformers and PyTorch (Python)
James Briggs Beginner 4y ago
L19.4.3 Multi-Head Attention
Large Language Models
L19.4.3 Multi-Head Attention
Sebastian Raschka Beginner 4y ago
L19.4.2 Self-Attention and Scaled Dot-Product Attention
Large Language Models
L19.4.2 Self-Attention and Scaled Dot-Product Attention
Sebastian Raschka Beginner 4y ago
L19.4.1 Using Attention Without the RNN -- A Basic Form of Self-Attention
Large Language Models
L19.4.1 Using Attention Without the RNN -- A Basic Form of Self-Attention
Sebastian Raschka Beginner 4y ago
L19.3 RNNs with an Attention Mechanism
Large Language Models
L19.3 RNNs with an Attention Mechanism
Sebastian Raschka Beginner 4y ago
The quant trader interview guide
Large Language Models ⚡ AI Lesson
The quant trader interview guide
Tina Huang Beginner 4y ago
L19.2.1 Implementing a Character RNN in PyTorch (Concepts)
Large Language Models
L19.2.1 Implementing a Character RNN in PyTorch (Concepts)
Sebastian Raschka Beginner 4y ago
L19.2.2 Implementing a Character RNN in PyTorch --Code Example
Large Language Models
L19.2.2 Implementing a Character RNN in PyTorch --Code Example
Sebastian Raschka Beginner 4y ago
L19.1 Sequence Generation with Word and Character RNNs
Large Language Models
L19.1 Sequence Generation with Word and Character RNNs
Sebastian Raschka Beginner 4y ago
L19.0 RNNs & Transformers for Sequence-to-Sequence Modeling -- Lecture Overview
Large Language Models
L19.0 RNNs & Transformers for Sequence-to-Sequence Modeling -- Lecture Overview
Sebastian Raschka Beginner 4y ago
How to Use Type Annotations in Python
Large Language Models
How to Use Type Annotations in Python
James Briggs Beginner 5y ago
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