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Codecademy

Build Chatbots with Python

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Overview

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Build rules-based and generative AI chatbots with Python Includes **Python**, **Natural Language Processing (NLP)**, **Data Science**, **Machine Learning**, **A.I.**, and more.

Syllabus

  • 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.
  • Rule-Based Chatbots
    • Explore natural language processing (NLP) methods and begin applying common chatbot architecture to create rule-based chatbots.
  • Retrieval-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!
  • Capstone
    • Put your Python and chatbot-building skills to the test in this off-platform project. Choose between retrieval-based or generative models.

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