YoVDO

Introduction to Large Language Models

Offered By: LinkedIn Learning

Tags

Machine Learning Courses Neural Networks Courses ChatGPT Courses GPT-3 Courses BERT Courses GPT-4 Courses Transformers Courses

Course Description

Overview

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Learn about large language models—what they are, what they can do, and how they work.

Syllabus

Introduction
  • The impact and functionality of large language models
1. Transformers in NLP
  • What are large language models?
  • How are large language models trained? Pre-training
  • Making large language models follow instructions
2. Large Language Model Components
  • Transformer architecture
  • What are parameters
  • What are tokens?
  • What are context lengths?
3. Large Language Models
  • BERT
  • Scaling laws
  • GPT-3
  • Chinchilla
  • PaLM and PaLM 2
  • ChatGPT and GPT-4
  • Open LLMs
  • Comparing large language models
Conclusion
  • Going further with large language models

Taught by

Jonathan Fernandes

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