Coursera Plus Annual is 40% Off — Ends July 13.

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

LinkedIn Learning

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

via LinkedIn Learning

Write review
Boot.dev Ad

The Fastest Way to Become a Backend Developer Online

Learn More → DataCamp Ad

AI Engineer - Learn how to integrate AI into software applications

Learn More →

Overview

Syllabus

Introduction
  • Build your own AI from scratch
1. Generative Language Models
  • Our autocomplete AI app
  • Markov chains and Python
  • Building your model
  • An overview of CoderPad challenges
  • 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 456 ratings

Start your review of Hands-On AI: Build a Generative Language Model from Scratch

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.