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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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
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
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
How to create synthetic datasets with GPT-3
Large Language Models
How to create synthetic datasets with GPT-3
David Shapiro 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
Implementing Natural Language Cognitive Architecture with GPT-3 and the "nexus" concept
Large Language Models
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
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
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
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
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
Scaling BERT and GPT for Financial Services with Jennifer Glore - #561
Large Language Models
Scaling BERT and GPT for Financial Services with Jennifer Glore - #561
The TWIML AI Podcast with Sam Charrington Intermediate 4y ago
Uso una IA para PROGRAMAR el JUEGO del Wordle! (y funciona) | CODEX
Large Language Models
Uso una IA para PROGRAMAR el JUEGO del Wordle! (y funciona) | CODEX
Dot CSV Intermediate 4y ago
Research Talk: Enhancing the robustness of massive language models via invariant risk minimization
Large Language Models
Research Talk: Enhancing the robustness of massive language models via invariant risk minimization
Microsoft Research Intermediate 4y ago
What we found when we went looking for another Earth
Large Language Models
What we found when we went looking for another Earth
Vox Intermediate 4y ago
Decrypting Web 3.0
Large Language Models
Decrypting Web 3.0
Krish Naik Intermediate 4y ago
Pyctcdecode & Speech2text decoding
Large Language Models
Pyctcdecode & Speech2text decoding
HuggingFace Intermediate 4y ago
How to Get Clients, Close Deals, and Get Contracts Signed
Large Language Models
How to Get Clients, Close Deals, and Get Contracts Signed
Copyblogger Intermediate 4y ago
Transformers for Vision Tasks
Large Language Models
Transformers for Vision Tasks
The TWIML AI Podcast with Sam Charrington Intermediate 4y ago
AugSBERT: Domain Transfer for Sentence Transformers
Large Language Models
AugSBERT: Domain Transfer for Sentence Transformers
James Briggs Intermediate 4y ago
Building Transformer Tokenizers (Dhivehi NLP #1)
Large Language Models
Building Transformer Tokenizers (Dhivehi NLP #1)
James Briggs Intermediate 4y ago
Build a Social Media Dapp with Polygon
Large Language Models
Build a Social Media Dapp with Polygon
Siraj Raval Intermediate 4y ago
Kaggle Notebooks 2021 Topic Modelling with BERTopic | Applied NLP Tutorial
Large Language Models
Kaggle Notebooks 2021 Topic Modelling with BERTopic | Applied NLP Tutorial
1littlecoder Intermediate 4y ago
The Software Designer Mindset
Large Language Models
The Software Designer Mindset
ArjanCodes Intermediate 4y ago
AI Photo Upscaling (image super-resolution) 2021 SOTA Results: SwinIR
Large Language Models
AI Photo Upscaling (image super-resolution) 2021 SOTA Results: SwinIR
What's AI by Louis-François Bouchard Intermediate 4y ago
Esta Inteligencia Artificial ESCRIBE MEJOR QUE TÚ... ¡Y puedes probarla! | GPT-3
Large Language Models
Esta Inteligencia Artificial ESCRIBE MEJOR QUE TÚ... ¡Y puedes probarla! | GPT-3
Dot CSV Intermediate 4y ago
Durable Data Discovery: Making Exploratory Analysis Stick // James Campbell // MLOps Meetup #86
Large Language Models
Durable Data Discovery: Making Exploratory Analysis Stick // James Campbell // MLOps Meetup #86
MLOps.community Intermediate 4y ago
Step-by-Step Natural Language Processing Workshop: From Data to Deployment
Large Language Models
Step-by-Step Natural Language Processing Workshop: From Data to Deployment
DeepLearningAI Intermediate 4y ago
Add Real-Time Speech Recognition In JavaScript!
Large Language Models
Add Real-Time Speech Recognition In JavaScript!
AssemblyAI Intermediate 4y ago
Multi-armed bandit algorithms - Epsilon greedy algorithm
Large Language Models
Multi-armed bandit algorithms - Epsilon greedy algorithm
Sophia Yang Intermediate 4y ago
Multi-armed bandit algorithms - ETC Explore then Commit
Large Language Models
Multi-armed bandit algorithms - ETC Explore then Commit
Sophia Yang Intermediate 4y ago
Research talk: Semantic search science: How Microsoft Bing AI is powering Azure Cognitive Search
Large Language Models
Research talk: Semantic search science: How Microsoft Bing AI is powering Azure Cognitive Search
Microsoft Research Intermediate 4y ago
Train and Deploy Vision Transformers for ANYTHING using Hugging Pics 🤗🖼
Large Language Models
Train and Deploy Vision Transformers for ANYTHING using Hugging Pics 🤗🖼
HuggingFace Intermediate 4y ago
Best Free Speech-To-Text APIs and Open Source Libraries
Large Language Models
Best Free Speech-To-Text APIs and Open Source Libraries
AssemblyAI Intermediate 4y ago
Hugging Face Course Workshops: Pretraining Language Models & CodeParrot
Large Language Models
Hugging Face Course Workshops: Pretraining Language Models & CodeParrot
HuggingFace Intermediate 4y ago
Hugging Face Course Workshops: Question Answering
Large Language Models
Hugging Face Course Workshops: Question Answering
HuggingFace Intermediate 4y ago
Hugging Face Course Workshops: Question Answering
Large Language Models
Hugging Face Course Workshops: Question Answering
HuggingFace Intermediate 4y ago
Get your own tokenizer with 🤗 Transformers & 🤗 Tokenizers
Large Language Models
Get your own tokenizer with 🤗 Transformers & 🤗 Tokenizers
HuggingFace Intermediate 4y ago
Writing a good issue
Large Language Models
Writing a good issue
HuggingFace Intermediate 4y ago
Byte Pair Encoding Tokenization
Large Language Models
Byte Pair Encoding Tokenization
HuggingFace Intermediate 4y ago
Building a new tokenizer
Large Language Models
Building a new tokenizer
HuggingFace Intermediate 4y ago
Training a new tokenizer
Large Language Models
Training a new tokenizer
HuggingFace Intermediate 4y ago
Unigram Tokenization
Large Language Models
Unigram Tokenization
HuggingFace Intermediate 4y ago
WordPiece Tokenization
Large Language Models
WordPiece Tokenization
HuggingFace Intermediate 4y ago
Workshop: MLOps: End-to-End Hugging Face Transformers with the Hub & SageMaker Pipelines
Large Language Models
Workshop: MLOps: End-to-End Hugging Face Transformers with the Hub & SageMaker Pipelines
HuggingFace Intermediate 4y ago
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