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Language Models in Python: Basic Chatbots

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Overview

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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.

Syllabus

  • Language Parsing: Apply regular expressions (regex) and other natural language parsing tactics to find meaning and insights in the texts you read every day.
    • Lesson: Natural Language Parsing with Regular Expressions
    • Project: Discover Insights into Classic Texts
    • Quiz: Natural Language Parsing with Regular Expressions
  • Rule-Based Chatbots: Combine NLP knowledge and rule-based architecture to build a more robust chatbot with Python.
    • Lesson: Rule-Based Chatbots
    • Quiz: Rule-Based Chatbots
    • Project: Alienbot
  • Retrieval-Based Chatbots: Build retrieval-based chatbots with language parsing.
    • Lesson: Retrieval-Based Chatbots
    • Quiz: Retrieval-Based Chatbots
    • Project: Cyborg Cantina
    • Informational: What's Next?

Taught by

Jace van Auken

Reviews

4.3 rating at Codecademy based on 8 ratings

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