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

Offered By: LinkedIn Learning

Tags

Artificial Intelligence Courses Python Courses Sentiment Analysis Courses Markov Chains Courses Embeddings Courses Naive Bayes Classifier Courses

Course Description

Overview

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Learn how to build your own artificial intelligence applications from scratch.

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

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