Core AI

Large Language Models

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

1918
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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The ONLY Instagram Hashtag Strategy You Will Need | Dominate Instagram Hashtags In 5 Minutes
Large Language Models
The ONLY Instagram Hashtag Strategy You Will Need | Dominate Instagram Hashtags In 5 Minutes
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Large Language Models
7 ๐Ÿ”ฅ๐Ÿ”ฅ๐Ÿ”ฅ Digital Marketing Trends for 2021
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6 of Python's Newest and Best Features (3.7-3.9)
Large Language Models
6 of Python's Newest and Best Features (3.7-3.9)
James Briggs Advanced 5y ago
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Large Language Models
The Illusion Only Some People Can See
Veritasium Advanced 5y ago
How-to do Sentiment Analysis with Flair in Python
Large Language Models
How-to do Sentiment Analysis with Flair in Python
James Briggs Advanced 5y ago
Talks # 15: Shubhadeep Roychowdhury; Applying Machine Learning on Source Code
Large Language Models
Talks # 15: Shubhadeep Roychowdhury; Applying Machine Learning on Source Code
Abhishek Thakur Advanced 5y ago
TorchText | PyTorch Developer Day 2020
Large Language Models
TorchText | PyTorch Developer Day 2020
PyTorch Advanced 5y ago
Directions in ML: Automating Dataset Comparison and Manipulation with Optimal Transport
Large Language Models
Directions in ML: Automating Dataset Comparison and Manipulation with Optimal Transport
Microsoft Research Advanced 5y ago
Blaine Mooers - Why develop a snippet library for Jupyter in your subject domain? | JupyterCon 2020
Large Language Models
Blaine Mooers - Why develop a snippet library for Jupyter in your subject domain? | JupyterCon 2020
JupyterCon Advanced 5y ago
Live -Transformers Indepth Architecture Understanding- Attention Is All You Need
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Large Language Models
Live -Transformers Indepth Architecture Understanding- Attention Is All You Need
Krish Naik Advanced 5y ago
Facebook Ad Objectives: The Best & The Worst Revealed
Large Language Models
Facebook Ad Objectives: The Best & The Worst Revealed
Wes McDowell Advanced 5y ago
Distribution Augmentation for Generative Modeling
Large Language Models
Distribution Augmentation for Generative Modeling
Connor Shorten Advanced 5y ago
Image Completion AI - Predict Pixels Just Like Text Predictions [Image-GPT]
Large Language Models
Image Completion AI - Predict Pixels Just Like Text Predictions [Image-GPT]
bycloud Advanced 5y ago
The Transformer neural network architecture EXPLAINED. โ€œAttention is all you needโ€
Large Language Models
The Transformer neural network architecture EXPLAINED. โ€œAttention is all you needโ€
AI Coffee Break with Letitia Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 8/12 | Attention and Memory in Deep Learning
Large Language Models
DeepMind x UCL | Deep Learning Lectures | 8/12 | Attention and Memory in Deep Learning
Google DeepMind Advanced 5y ago
Talks # 4: Sebastien Fischman - Pytorch-TabNet: Beating XGBoost on Tabular Data Using Deep Learning
Large Language Models
Talks # 4: Sebastien Fischman - Pytorch-TabNet: Beating XGBoost on Tabular Data Using Deep Learning
Abhishek Thakur Advanced 5y ago
Rethinking Model Size: Train Large, Then Compress with Joseph Gonzalez - #378
Large Language Models
Rethinking Model Size: Train Large, Then Compress with Joseph Gonzalez - #378
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Attention for time series forecasting & COVID predictions - Isaac Godfried
Large Language Models
Attention for time series forecasting & COVID predictions - Isaac Godfried
Weights & Biases Advanced 5y ago
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Large Language Models
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
Connor Shorten Advanced 5y ago
ML tooling in large companies
Large Language Models
ML tooling in large companies
MLOps.community Advanced 6y ago
MLOps Problems in different size companies
Large Language Models
MLOps Problems in different size companies
MLOps.community Advanced 6y ago
Uncertainty Representations
Large Language Models
Uncertainty Representations
Data Skeptic Advanced 6y ago
Axial Attention & MetNet: A Neural Weather Model for Precipitation Forecasting
Large Language Models
Axial Attention & MetNet: A Neural Weather Model for Precipitation Forecasting
Yannic Kilcher Advanced 6y ago
Natural Language Processing - Tokenization (NLP Zero to Hero - Part 1)
Large Language Models
Natural Language Processing - Tokenization (NLP Zero to Hero - Part 1)
TensorFlow Advanced 6y ago
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Large Language Models
Standing Out as a Student Developer - Tips from an Ex-Facebook Engineer
Tech With Tim Advanced 6y ago
Single Headed Attention RNN: Stop Thinking With Your Head with Stephen Merity - #325
Large Language Models
Single Headed Attention RNN: Stop Thinking With Your Head with Stephen Merity - #325
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
The Neural Qubit
Large Language Models
The Neural Qubit
Siraj Raval Advanced 6y ago
Automatic Mathematics
Large Language Models
Automatic Mathematics
Siraj Raval Advanced 6y ago
We measured pop musicโ€™s falsetto obsession
Large Language Models
We measured pop musicโ€™s falsetto obsession
Vox Advanced 6y ago
How Cod Saved the Vikings
Large Language Models
How Cod Saved the Vikings
Veritasium Advanced 6y ago
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Large Language Models
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Yannic Kilcher Advanced 6y ago
OpenAI Scholars Demo Day 2019
Large Language Models
OpenAI Scholars Demo Day 2019
OpenAI Advanced 6y ago
Gartner L2 Digital IQ Index: Top Grocery Brands in Digital 2019
Large Language Models
Gartner L2 Digital IQ Index: Top Grocery Brands in Digital 2019
Gartner for Marketing Advanced 7y ago
ยฟQuรฉ veรญa Claude Monet mientras pintaba en 1873? - CycleGAN | BITS
Large Language Models
ยฟQuรฉ veรญa Claude Monet mientras pintaba en 1873? - CycleGAN | BITS
Dot CSV Advanced 7y ago
a16z Podcast | Why Crypto Tokens Matter
Large Language Models
a16z Podcast | Why Crypto Tokens Matter
a16z Advanced 7y ago
a16z Podcast | The Macro and Micro of Parenting
Large Language Models
a16z Podcast | The Macro and Micro of Parenting
a16z Advanced 7y ago
Gartner L2 Insight Report: Fashion Europe
Large Language Models
Gartner L2 Insight Report: Fashion Europe
Gartner for Marketing Advanced 7y ago
Friction Between Data Scientists and Software Engineers
Large Language Models
Friction Between Data Scientists and Software Engineers
MLOps.community Advanced 6y ago
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Large Language Models
How Phil Winder got into Data Science and Software Engineering
MLOps.community Advanced 6y ago
MLOps and Monitoring
Large Language Models
MLOps and Monitoring
MLOps.community Advanced 6y ago
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Large Language Models
Building an MLOps Team? Key ideas to keep in mind
MLOps.community Advanced 6y ago
Automatically Retrain Machine Learning Models? Are best practices worth it?
Large Language Models
Automatically Retrain Machine Learning Models? Are best practices worth it?
MLOps.community Advanced 6y ago
Training BERT Language Model From Scratch On TPUs
Large Language Models
Training BERT Language Model From Scratch On TPUs
Abhishek Thakur Advanced 6y ago
ImageBERT
Large Language Models
ImageBERT
Connor Shorten Advanced 6y ago
The ๐Ÿ”ฅ Hottest Digital Marketing Trends for 2020
Large Language Models
The ๐Ÿ”ฅ Hottest Digital Marketing Trends for 2020
Wes McDowell Advanced 6y ago
I Waterproofed Myself With Aerogel!
Large Language Models
I Waterproofed Myself With Aerogel!
Veritasium Advanced 6y ago
Blockwise Parallel Decoding for Deep Autoregressive Models
Large Language Models
Blockwise Parallel Decoding for Deep Autoregressive Models
Yannic Kilcher Advanced 6y ago
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Large Language Models
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Yannic Kilcher Advanced 7y ago
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