Basics of Chatbots with Machine Learning & Python
Let's explore chatbots and develop conversational chatbots with machine learning
Created by AI Sciences
Discover how to build conversational chatbots using Python and machine learning. Gain practical experience working with real datasets and learn to create, test, and improve chatbots that can handle real-world conversations. Get comfortable with essential tools and techniques for modern chatbot development.
Packt | Feb 2023 | 183 min
What You Will Learn
You will start by exploring different chatbot types and their underlying mechanisms. Through hands-on coding exercises, you will preprocess text data, use the Natural Language Toolkit, and implement machine learning models. By building and testing your own chatbot, you will develop practical skills that you can apply to real projects.
Key Features
- Understand chatbot types and machine learning-based architectures
- Apply text preprocessing and helper functions in Python for chatbot tasks
- Train, test, and evaluate chatbots using hands-on machine learning methods
Target Audience
This content is ideal for machine learning practitioners, data scientists, or anyone looking to build custom chatbots for their applications. If you have a basic to intermediate understanding of Python and want to apply your skills to conversational AI, you will find actionable knowledge here. No prior experience with chatbots or machine learning is required.
