Build Chatbots with Python
Build rules-based and generative AI chatbots with Python
Includes Python, Natural Language Processing (NLP), Data Science, Machine Learning, A.I., and more.
Time to complete8 weeks
Certificate of completionYes
About this skill path
Excited about AI but don’t know how to code? This skill path will take you from complete Python beginner to coding your own AI chatbot. Whether you want build chatbots that follow rules or train generative AI chatbots with deep learning, say hello to your next cutting-edge skill.
Skills you'll gain
- Learn Python
- Explore AI and deep learning
- Build AI chatbots
Syllabus6 units • 21 lessons • 15 projects • 20 quizzes
Introduction to Python and Chatbots
Whet your appetite for building chatbots as you dig into Python basics.
Python Data Structures and Loops
Learn Python data structures and loops, fundamentals that will help you build better chatbots and other programs.
Explore natural language processing (NLP) methods and begin applying common chatbot architecture to create rule-based chatbots.
Create retrieval-based chatbots using NLP language modeling and word embedding methods.
Deep Learning and Generative Chatbots
Dig into deep learning for NLP and build an open-domain chatbot!
Put your Python and chatbot-building skills to the test in this off-platform project. Choose between retrieval-based or generative models.
Hands-on learningDon't just watch or read about someone else coding — write your own code live in our online, interactive platform. You'll even get AI-driven recommendations on what you need to review to help keep you on track.
Projects in this skill path
Echo ChatbotBuild your very first chatbot in Python using user input, output, and string concatenation.
Getting Ready for Physics ClassLet's prepare to teach physics by writing some Python functions.
Magic 8-BallWe’ve learned about and explored a powerful tool in Python — control flow! It’s so powerful, in fact, that it can be used to tell someone’s fortune.
Reviews from learners
- The progress I have made since starting to use codecademy is immense! I can study for short periods or long periods at my own convenience - mostly late in the evenings.ChrisCodecademy Learner @ USA
- I felt like I learned months in a week. I love how Codecademy uses learning by practice and gives great challenges to help the learner to understand a new concept and subject.RodrigoCodecademy Learner @ UK
- Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.John-AndrewCodecademy Learner @ USA
Our learners work at
What's included in skill paths
Practice ProjectsGuided projects that help you solidify the skills and concepts you're learning.
AssessmentsAuto-graded quizzes and immediate feedback help you reinforce your skills as you learn.
Certificate of CompletionEarn a document to prove you've completed a course or path that you can share with your network.
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Ready to learn a new skill?Get started on Build Chatbots with Python with a free Codecademy account.
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