DSI Machine Learning Workshop
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Workshop
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Large Language Models
Overview
Welcome and getting started
ML Fundamentals
ML Models
☕ Break
Deep Learning
☕ Break
Unsupervised Learning
🥗🍴 Lunch
Large Language Models
ML Problem Framing
Large Language Models
Introduction to Large Language Models
Slides
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Outline
Activity
Markov model of language
Transformers, self-attention (high level)
Pipelines before and after LLMs
🥗🍴 Lunch
ML Problem Framing