Free
CourseIntro to Language Models in Python
Build the basic language models in Python.
This course includes
This course includes
Skill level
IntermediateTime to complete
Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary4 hoursProjects
3Prerequisites
1 courseWe suggest you complete the following courses before you get started with Intro to Language Models in Python:- Getting Started with Python for Data Science
About this course
From spam filters to ChatGPT, computer and AI systems have to work with language models all the time. In this course, you will learn how to build and work with the most common language models in data science, including bag-of-words, tf-idf, and word embeddings. Learn the basic skills you need before working with more advanced AI language models.
Skills you'll gain
Create common language models
Measure similarity between words
Determine important words in documents
Syllabus
3 lessons • 3 projects • 3 quizzes
Projects in this course
- practice Project
Mystery Friend
Use scikit-learn's bag-of-words functions and Naive Bayes classifier to figure out which of your friends sent you an anonymous postcard! - practice Project
Read the News Analysis
In this project you will use tf-idf to analyze a collection of news articles. - practice Project
U.S.A. Presidential Vocabulary
In this project you will use word embeddings to analyze the inaugural addresses of the United States of America presidents.
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Practice Projects
Guided projects that help you solidify the skills and concepts you're learning.Assessments
Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.Certificate of Completion
Earn a document to prove you've completed a course or path that you can share with your network.