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LinkedIn Learning

Hands-On AI: Build a Generative Language Model from Scratch

via LinkedIn Learning

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Overview

Syllabus

Introduction
  • Build your own AI from scratch
  • What you should know
1. Generative Language Models
  • What is a language model?
  • Markov chains and Python
  • Building your model
  • Solution: Markov chains
  • Extra credit: Song lyrics
2. Sentiment Analysis
  • What is sentiment analysis?
  • Building a naive Bayes classifier
  • Solution: Comment filter
3. Semantic Similarity
  • What are embeddings?
  • Measuring distance
  • Solution: Semantic similarity
Conclusion
  • Next steps

Taught by

Ronnie Sheer

Reviews

4.6 rating at LinkedIn Learning based on 306 ratings

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