Introduction to Machine Learning Workshop
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Module 4: Large Language Models
Overview
Welcome and getting started
Module 1: ML Fundamentals
Module 2: ML Models
☕ Break
Exercise 1: ML fundamentals
Module 3: Deep Learning
🥗🍴 Lunch
Exercise 2: Transfer Learning
Module 4: Large Language Models
☕ Break
Exercise 3: Language Models
Summary and wrap up
Module 4: 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
Exercise 2: Transfer Learning
☕ Break