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 completeAverage based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary30 hours
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.
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
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- Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.John-AndrewCodecademy Learner @ USA
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Related courses and paths
Language Models in Python: Generative ChatbotsBuild chatbots in Python using deep learning.1 hour
- Career path
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Text PreprocessingLearn to clean text with Python 3 using regular expressions (regex) and NLTK.With Certificate2 hours
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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.