Core AI

Large Language Models

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

25,640
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
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New GPU-Acceleration for PyTorch on M1 Macs! + using with BERT
Large Language Models
New GPU-Acceleration for PyTorch on M1 Macs! + using with BERT
James Briggs Beginner 3y ago
MSR-IISc AI Seminar Series: Where on Earth is AI Headed? - Tom M. Mitchell
Large Language Models โšก AI Lesson
MSR-IISc AI Seminar Series: Where on Earth is AI Headed? - Tom M. Mitchell
Microsoft Research Advanced 3y ago
AdaTest
Large Language Models โšก AI Lesson
AdaTest
Microsoft Research Advanced 3y ago
Finetune GPT-3 to write a novel - Part 3 (IT WORKS!!!) ...at least a little bit
Large Language Models
Finetune GPT-3 to write a novel - Part 3 (IT WORKS!!!) ...at least a little bit
David Shapiro Beginner 3y ago
Johnny Depp v Amber Heard Twitter Sentiment Analysis | Is Camille Vasquez the real winner | ๐Ÿค— NLP
Large Language Models
Johnny Depp v Amber Heard Twitter Sentiment Analysis | Is Camille Vasquez the real winner | ๐Ÿค— NLP
Sophia Yang Beginner 3y ago
Finetune multiple cognitive tasks with GPT-3 on medical texts (and reduce hallucination)
Large Language Models
Finetune multiple cognitive tasks with GPT-3 on medical texts (and reduce hallucination)
David Shapiro Beginner 3y ago
3 PyTorch Tips For Better Performance!
Large Language Models โšก AI Lesson
3 PyTorch Tips For Better Performance!
AssemblyAI Beginner 3y ago
Time Series overview with the KNIME Analytics Platform | Machine Learning | Community Webinar
Large Language Models โšก AI Lesson
Time Series overview with the KNIME Analytics Platform | Machine Learning | Community Webinar
Data Science Dojo Beginner 3y ago
What is Taxonomy? | Marketing Analytics for Beginners | Part 22
Large Language Models โšก AI Lesson
What is Taxonomy? | Marketing Analytics for Beginners | Part 22
Data Science Dojo Beginner 3y ago
Kendrick Lamar Uses Deepfakes in new Music Video | The Weekly Roundup
Large Language Models โšก AI Lesson
Kendrick Lamar Uses Deepfakes in new Music Video | The Weekly Roundup
DataCamp Advanced 3y ago
7 Beginner Mistakes That Are DESTROYING Your Social Media Engagement
Large Language Models
7 Beginner Mistakes That Are DESTROYING Your Social Media Engagement
Neil Patel Beginner 3y ago
The Man Who Coached Michael Jordan AND Kobe Bryant To WIN! Tim Grover
Large Language Models โšก AI Lesson
The Man Who Coached Michael Jordan AND Kobe Bryant To WIN! Tim Grover
The Diary Of A CEO Advanced 3y ago
Top 8 Libraries For Audio Processing In Python
Large Language Models
Top 8 Libraries For Audio Processing In Python
AssemblyAI Beginner 3y ago
Tips and tricks for distributed large model training
Large Language Models โšก AI Lesson
Tips and tricks for distributed large model training
TensorFlow Advanced 3y ago
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
The biggest mistakes in mapmaking history - Kayla Wolf
Large Language Models
The biggest mistakes in mapmaking history - Kayla Wolf
TED-Ed Beginner 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-Franรงois Bouchard Intermediate 4y ago
UHC - BackendTwo
Large Language Models
UHC - BackendTwo
IppSec Beginner 4y ago
#84 Building High-Impact Data Teams at Capital One (with Dan Kellet)
Large Language Models
#84 Building High-Impact Data Teams at Capital One (with Dan Kellet)
DataCamp Beginner 4y ago
Calcul d'une intรฉgrale avec logarithme. Attention au signe
Large Language Models
Calcul d'une intรฉgrale avec logarithme. Attention au signe
educative Intermediate 4y ago
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances (SayCan - Paper Explained)
Large Language Models โšก AI Lesson
Do As I Can, Not As I Say: Grounding Language in Robotic Affordances (SayCan - Paper Explained)
Yannic Kilcher Beginner 4y ago
These Homepage Mistakes Are Costing You
Large Language Models
These Homepage Mistakes Are Costing You
Wes McDowell Beginner 4y ago
How to learn NLP for free for beginners
Large Language Models
How to learn NLP for free for beginners
James Briggs Beginner 4y ago
OpenAIโ€™s New AI Writes A Letter To Humanity! โœ๏ธ
Large Language Models
OpenAIโ€™s New AI Writes A Letter To Humanity! โœ๏ธ
Two Minute Papers Beginner 4y ago
Finetune GPT-3 to write an entire coherent novel (part 2)
Large Language Models โšก AI Lesson
Finetune GPT-3 to write an entire coherent novel (part 2)
David Shapiro Beginner 3y ago
Introduction to C# Language Integrated Query (LINQ) for Data Engineering | Community Webinar
Large Language Models
Introduction to C# Language Integrated Query (LINQ) for Data Engineering | Community Webinar
Data Science Dojo Beginner 3y ago
Testing "Theory of Mind" in GPT-3 - making fully aligned ACOG (Artificial Cognitive Entities)
Large Language Models
Testing "Theory of Mind" in GPT-3 - making fully aligned ACOG (Artificial Cognitive Entities)
David Shapiro Beginner 3y ago
Finetuning GPT-3 to be a master tutor that can handle any topic and hostile students
Large Language Models
Finetuning GPT-3 to be a master tutor that can handle any topic and hostile students
David Shapiro Beginner 3y ago
What is Personally Identifiable Information (PII)? | Marketing Analytics for Beginners | Part 21
Large Language Models
What is Personally Identifiable Information (PII)? | Marketing Analytics for Beginners | Part 21
Data Science Dojo Beginner 3y ago
Concepts in Neuroscience and Cognition - Deficits of GPT-3 and the path to AGI and ACE
Large Language Models
Concepts in Neuroscience and Cognition - Deficits of GPT-3 and the path to AGI and ACE
David Shapiro Beginner 3y ago
Finetune GPT-3 to write an entire coherent novel (part 1)
Large Language Models โšก AI Lesson
Finetune GPT-3 to write an entire coherent novel (part 1)
David Shapiro Beginner 3y ago
Data Science Skills for Professional Success | Careers | Community Webinar
Large Language Models
Data Science Skills for Professional Success | Careers | Community Webinar
Data Science Dojo Beginner 3y ago
Billion-dollar GPT-3 startup! Fix education with an expert tutor chatbot!
Large Language Models
Billion-dollar GPT-3 startup! Fix education with an expert tutor chatbot!
David Shapiro Beginner 3y ago
What is "toxic stoicism"? Talking philosophy with GPT-3
Large Language Models
What is "toxic stoicism"? Talking philosophy with GPT-3
David Shapiro Beginner 4y ago
GPT-3 Working Session: Finetune an information companion chatbot in 30 minutes (RESEARCH ONLY)
Large Language Models
GPT-3 Working Session: Finetune an information companion chatbot in 30 minutes (RESEARCH ONLY)
David Shapiro Beginner 4y ago
Easy speech recognition for multiple languages in Python!
Large Language Models
Easy speech recognition for multiple languages in Python!
AssemblyAI Beginner 4y ago
Build the Same Model with TensorFlow and PyTorch!
Large Language Models โšก AI Lesson
Build the Same Model with TensorFlow and PyTorch!
AssemblyAI Beginner 4y ago
Naive Bayes Classifier Explained | Machine Learning | Community Webinar
Large Language Models โšก AI Lesson
Naive Bayes Classifier Explained | Machine Learning | Community Webinar
Data Science Dojo Beginner 4y ago
From zero to finetuned model in 1 hour with GPT-3. Generate a movie script from any premise!
Large Language Models โšก AI Lesson
From zero to finetuned model in 1 hour with GPT-3. Generate a movie script from any premise!
David Shapiro Beginner 4y ago
Co-writing flash fiction with GPT-3
Large Language Models
Co-writing flash fiction with GPT-3
David Shapiro Beginner 4y ago
GPT-3 for Writing Dialog
Large Language Models โšก AI Lesson
GPT-3 for Writing Dialog
David Shapiro Beginner 4y ago
PyScript - Run Python in the Browser using HTML! #Shorts
Large Language Models
PyScript - Run Python in the Browser using HTML! #Shorts
AssemblyAI Intermediate 4y ago
Talking Boundaries and Consent with GPT-3
Large Language Models
Talking Boundaries and Consent with GPT-3
David Shapiro Beginner 4y ago
Talking Philosophy with GPT-3
Large Language Models
Talking Philosophy with GPT-3
David Shapiro Beginner 4y ago
A Complete Overview of Word Embeddings
Large Language Models
A Complete Overview of Word Embeddings
AssemblyAI Beginner 4y ago
What is Marketing Automation? | Marketing Analytics for Beginners | Part 20
Large Language Models
What is Marketing Automation? | Marketing Analytics for Beginners | Part 20
Data Science Dojo Beginner 4y ago
Non-Technical Skills for A Data Scientist | Careers | Community Webinar
Large Language Models
Non-Technical Skills for A Data Scientist | Careers | Community Webinar
Data Science Dojo Beginner 4y ago
Introduction to Responsible AI In Product Development | Community Webinar
Large Language Models โšก AI Lesson
Introduction to Responsible AI In Product Development | Community Webinar
Data Science Dojo Beginner 4y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Productividad Empresarial con IA: ChatGPT
๐Ÿ“š Coursera Course โ†—
Self-paced
Productividad Empresarial con IA: ChatGPT
Opens on Coursera โ†—
Apps de IA generativa: transforme seu trabalho
๐Ÿ“š Coursera Course โ†—
Self-paced
Apps de IA generativa: transforme seu trabalho
Opens on Coursera โ†—
Build, Analyze, and Refactor LLM Workflows
๐Ÿ“š Coursera Course โ†—
Self-paced
Build, Analyze, and Refactor LLM Workflows
Opens on Coursera โ†—
NVIDIA: LLM Experimentation, Deployment, and Ethical AI
๐Ÿ“š Coursera Course โ†—
Self-paced
NVIDIA: LLM Experimentation, Deployment, and Ethical AI
Opens on Coursera โ†—
API Security on Google Cloud's Apigee API Platform
๐Ÿ“š Coursera Course โ†—
Self-paced
API Security on Google Cloud's Apigee API Platform
Opens on Coursera โ†—
Beginning Llamafile for Local Large Language Models (LLMs)
๐Ÿ“š Coursera Course โ†—
Self-paced
Beginning Llamafile for Local Large Language Models (LLMs)
Opens on Coursera โ†—