"Teaching Languages to Machines": the Collège de France chair dedicated to NLP begins next Friday
EDUCATION
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Mathematics of Machine Learning Summer School Video Tutorial
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(15) 2019 Mathematics of Machine Learning Summer School – YouTube https://
bit.ly/3Q94q6S #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Join AI Communities on Discord, Slack, and Reddit for Learning
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5. AI Communities: Join platforms like Discord, Slack, and Reddit for collaboration and knowledge exchange. The Learn AI Together community I built is an amazing one for Discord. Love @learnprompting
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Top Resources for Learning AI: Podcasts and Reading Materials
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2. Podcasts: Recommendations include @lexfridman
, @MLStreetTalk , AI Stories by Neil Leiser and mine! 😉 3. Reading Materials: Articles and books, notably ‘The Illustrated Transformer’ by @JayAlammar . -
Top Online Courses for Training and Fine-Tuning LLMs
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4. Online Courses: • ‘Train & Fine-Tune LLMs for Production Course’ by @activeloop , @towards_AI , and @intel Disruptor Initiative. • ‘LLM University’ by @cohere . • YouTube @Gradio Course by @freeCodeCamp . • @learnprompting 's free resource.
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Best Resources for Learning LLMs and LLMOps Guide
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Here are the Best Resources from my Guide for learning to work with LLMs / LLMOps : 1. YouTube Videos: A selection of short, informative videos introducing LLM concepts and terminology ( @AICoffeeBreak , @bycloudai , @ykilcher @JayAlammar @SerranoAcademy )
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YouTube Introduction to Large Language Models and LLM OS
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New YouTube video: 1hr general-audience introduction to Large Language Models **********************
Based on a 30min talk @karpathy gave recently; It tries to be non-technical intro, covers mental models for LLM inference, training, finetuning, the emerging LLM OS and LLM -
Human Intelligence Beyond DNA: Cultural Knowledge and Generational Learning
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Our intelligence isn't just about the 800MB of our genome. It's also about the wealth of knowledge and experiences shared across generations through conversation and books. This collective cultural history holds much more information and learning than just our DNA.
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Karpathy’s LLM Technical Explainer: Essential 101 Guide
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3 different people have sent me this video in under 24hrs, so I watched it and can confirm this is a VERY clear, accessible and spot on practical technical explainer of LLMs… great 101… by the ever-awesome @karpathy – highly recommended
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Karpathy’s Excellent LLM Guide Video Recommendation for Everyone
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It's an excellent video by @karpathy that I just added to my guide for getting into LLMs. I recommend everyone listen to it regardless of their experience with AI. It will help you better understand the models and explain how LLMs work to non-tech people.