Course
Language Models in Python: Basic Chatbots
Build rules- and retrieval-based chatbots 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 vary6 hoursProjects
3Prerequisites
2 coursesWe suggest you complete the following courses before you get started with Language Models in Python: Basic Chatbots:- Learn Intermediate Python 3: Object-Oriented Programming
- Language Models in Python: Generative Text
About this course
Want to build your own AI chatbot? In this course, you will learn how to build basic chatbots that respond to users by classifying user intent and following rules to retrieve specific information. This course lays the foundation for building more advanced AI chatbots using deep learning.
Skills you'll gain
Build rules and retrieval chatbots
Classify user intent
Perform entity recognition
Syllabus
3 lessons • 3 projects • 3 quizzesProjects in this course
- practice Project
Discover Insights into Classic Texts
Perform a natural language parsing analysis with regular expressions to gain insights into Oscar Wilde's _The Picture of Dorian Gray_ or Homer's _The Iliad!_ - practice Project
Alienbot
Create a Python chatbot from another planet! - practice Project
Cyborg Cantina
In this project you will build a retrieval-based chatbot system specialized for a restaurant serving Mexican cuisine!
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Looking for something else?
Related resources
- Article
What are Chatbots
Learn about the different types of chatbots and how they work. - Article
Ethics of Chatbots
Read about the ethical issues surrounding chatbots. - Article
History of Chatbots
Learn about how chatbots grew from simple pattern recognition software to sophisticated machine learning-based models.
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- Skill path
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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.