Core AI

Large Language Models

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

11078
lessons
Skills in this topic
View full skill map โ†’
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
Genetic Algorithm in Artificial Intelligence - The Math of Intelligence (Week 9)
Large Language Models
Genetic Algorithm in Artificial Intelligence - The Math of Intelligence (Week 9)
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Large Language Models
Data Preprocessing | Introduction to Text Analytics with R | Part 11
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Large Language Models
Deep Q Learning for Video Games - The Math of Intelligence #9
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Large Language Models
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Large Language Models
Data Pipelines at Zymergen with Airflow, w/ Erin Shellman - #41
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Large Language Models
Bruce Lee's Jeet Kune Do Trapping Techniques - Pak Sao Drill
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Large Language Models
Selling Digital Content in Angular with Stripe Payments - Part 3
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Large Language Models
Overcome Fears, Insecurity, Feeling Overwhelmed & Start Posting on Social Media
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Large Language Models
๐Ÿ”ด RAW: Spartan Logo Design Winner Announcement & Design Critique
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Attention, please
Large Language Models
Attention, please
Daniel Bourke Beginner 8y ago
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Large Language Models
How fan films shaped The Lego Movie
Vox Beginner 8y ago
Nate Gosselin on the Impact of Data Science Bootcamp
Large Language Models
Nate Gosselin on the Impact of Data Science Bootcamp
Data Science Dojo Beginner 8y ago
Joining Datasets | Inner Join, Left Join, and Right Join | Intro to Azure ML Part 6
Large Language Models
Joining Datasets | Inner Join, Left Join, and Right Join | Intro to Azure ML Part 6
Data Science Dojo Beginner 8y ago
LSTM Networks - The Math of Intelligence (Week 8)
Large Language Models
LSTM Networks - The Math of Intelligence (Week 8)
Siraj Raval Beginner 8y ago
Fredric Cheung on the Impact of Data Science Bootcamp
Large Language Models
Fredric Cheung on the Impact of Data Science Bootcamp
Data Science Dojo Beginner 8y ago
Cosine Similarity Explained | Introduction to Text Analytics with R Part 10
Large Language Models
Cosine Similarity Explained | Introduction to Text Analytics with R Part 10
Data Science Dojo Beginner 8y ago
Generative Models - The Math of Intelligence #8
Large Language Models
Generative Models - The Math of Intelligence #8
Siraj Raval Beginner 8y ago
Renaming Data and Data Replication | Intro to Azure ML Part 5
Large Language Models
Renaming Data and Data Replication | Intro to Azure ML Part 5
Data Science Dojo Beginner 8y ago
Gaussian Mixture Models - The Math of Intelligence (Week 7)
Large Language Models
Gaussian Mixture Models - The Math of Intelligence (Week 7)
Siraj Raval Beginner 8y ago
Hands-on Experience with Data Science Bootcamp: Aidan Waine's Revelation
Large Language Models
Hands-on Experience with Data Science Bootcamp: Aidan Waine's Revelation
Data Science Dojo Beginner 8y ago
Delve Deeper into Data Science with Our Data Science Bootcamp
Large Language Models
Delve Deeper into Data Science with Our Data Science Bootcamp
Data Science Dojo Beginner 8y ago
Model Metrics | Introduction to Text Analytics with R | Part 9
Large Language Models
Model Metrics | Introduction to Text Analytics with R | Part 9
Data Science Dojo Beginner 8y ago
Data Exploration | Intro to Azure ML Part 4
Large Language Models
Data Exploration | Intro to Azure ML Part 4
Data Science Dojo Beginner 8y ago
Analyst's Revelation: Learn How to Use Data Effectively
Large Language Models
Analyst's Revelation: Learn How to Use Data Effectively
Data Science Dojo Beginner 8y ago
Singular Value Decomposition (SVD) with R | Introduction to Text Analytics with R | Part 8
Large Language Models
Singular Value Decomposition (SVD) with R | Introduction to Text Analytics with R | Part 8
Data Science Dojo Beginner 8y ago
Ameya Dhaygude on the Impact of Data Science Bootcamp
Large Language Models
Ameya Dhaygude on the Impact of Data Science Bootcamp
Data Science Dojo Beginner 8y ago
Probability Theory - The Math of Intelligence #6
Large Language Models
Probability Theory - The Math of Intelligence #6
Siraj Raval Beginner 8y ago
Data Scientist's Revelation: Hands-on Experience with Data Science Bootcamp
Large Language Models
Data Scientist's Revelation: Hands-on Experience with Data Science Bootcamp
Data Science Dojo Beginner 8y ago
Recurrent Neural Network - The Math of Intelligence (Week 5)
Large Language Models
Recurrent Neural Network - The Math of Intelligence (Week 5)
Siraj Raval Beginner 8y ago
Get Started with Azure Machine Learning
Large Language Models
Get Started with Azure Machine Learning
Data Science Dojo Beginner 8y ago
VSM, LSA, & SVD | Introduction to Text Analytics with R |  Part 7
Large Language Models
VSM, LSA, & SVD | Introduction to Text Analytics with R | Part 7
Data Science Dojo Beginner 8y ago
Smarter [Music Video]
Large Language Models
Smarter [Music Video]
Siraj Raval Beginner 8y ago
Dimensionality Reduction - The Math of Intelligence #5
Large Language Models
Dimensionality Reduction - The Math of Intelligence #5
Siraj Raval Beginner 8y ago
Convolutional Neural Networks - The Math of Intelligence (Week 4)
Large Language Models
Convolutional Neural Networks - The Math of Intelligence (Week 4)
Siraj Raval Beginner 8y ago
Subscriptions & Workspaces | Intro to Azure ML Part 2
Large Language Models
Subscriptions & Workspaces | Intro to Azure ML Part 2
Data Science Dojo Beginner 8y ago
N-grams | Introduction to Text Analytics with R | Part 6
Large Language Models
N-grams | Introduction to Text Analytics with R | Part 6
Data Science Dojo Beginner 8y ago
Solving Titanic Kaggle Competition in Azure ML | Part 2
Large Language Models
Solving Titanic Kaggle Competition in Azure ML | Part 2
Data Science Dojo Beginner 8y ago
Aaron Carney on the Impact of Data Science Bootcamp
Large Language Models
Aaron Carney on the Impact of Data Science Bootcamp
Data Science Dojo Beginner 8y ago
Neural Networks - The Math of Intelligence #4
Large Language Models
Neural Networks - The Math of Intelligence #4
Siraj Raval Beginner 8y ago
K-Means Clustering - The Math of Intelligence (Week 3)
Large Language Models
K-Means Clustering - The Math of Intelligence (Week 3)
Siraj Raval Beginner 8y ago
TF-IDF | Introduction to Text Analytics with R | Part 5
Large Language Models
TF-IDF | Introduction to Text Analytics with R | Part 5
Data Science Dojo Beginner 8y ago
Vectors - The Math of Intelligence #3
Large Language Models
Vectors - The Math of Intelligence #3
Siraj Raval Beginner 8y ago
Hand's on Training with Data Science Bootcamp: Amazon Manager's Revelation
Large Language Models
Hand's on Training with Data Science Bootcamp: Amazon Manager's Revelation
Data Science Dojo Beginner 8y ago
Logistic Regression - The Math of Intelligence (Week 2)
Large Language Models
Logistic Regression - The Math of Intelligence (Week 2)
Siraj Raval Beginner 8y ago
Building Our First Model | Introduction to Text Analytics with R | Part 4
Large Language Models
Building Our First Model | Introduction to Text Analytics with R | Part 4
Data Science Dojo Beginner 8y ago
Second Order Optimization - The Math of Intelligence #2
Large Language Models
Second Order Optimization - The Math of Intelligence #2
Siraj Raval Beginner 8y ago
Data Pipelines | Introduction to Text Analytics with R | Part 3
Large Language Models
Data Pipelines | Introduction to Text Analytics with R | Part 3
Data Science Dojo Beginner 8y ago
Intro - The Math of Intelligence
Large Language Models
Intro - The Math of Intelligence
Siraj Raval Beginner 8y ago
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