Udemy – How to Build Chatbot with Python & Rasa Open Source 2023-12

Udemy – How to Build Chatbot with Python & Rasa Open Source 2023-12 Downloadly IRSpace

Apr 17, 2025 - 19:59 Updated: Apr 21, 2025 - 10:02

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Udemy – How to Build Chatbot with Python & Rasa Open Source 2023-12

How to Build Chatbot with Python & Rasa Open Source course. If you are interested in entering the fascinating world of conversational artificial intelligence, this course is your gateway to building powerful and intelligent chatbots from scratch using open source Python and Rasa. In today’s digital world, chatbots have become an integral part of user interaction and customer support. This course has been carefully designed to equip you with the skills you need to build advanced chatbots using Python, as well as leverage the capabilities of open source Rasa, a leading conversational AI framework.

By the end of this course, you’ll have the skills and knowledge to create intelligent chatbots that can understand user intent, retrieve and present information, and provide an enjoyable conversational experience. Whether you’re a developer looking to enter the world of AI-powered chatbots or a professional looking to improve customer interactions, this course will enable you to build and deploy advanced chatbots with open source Python and Rasa.

What you will learn

Understanding Rasa NLU: Build the foundation by understanding the key concepts of Rasa NLU (Natural Language Understanding). Learn how to pre-process user messages and extract meaning from them to create context for accurate interactions.
Build a weather chatbot and call the API: Get into hands-on implementation by building a weather chatbot that interacts with external APIs to provide real-time weather information. Understand how to seamlessly integrate API calls into your chatbot flow.
Advanced NLU Techniques: Enhance your chatbot’s understanding of user intent and entities. Explore advanced techniques to improve NLU performance, including entity detection and synonym handling.
Rasa Forms: Discover the power of Rasa Forms to create structured conversations. Implement dynamic forms that guide users through complex interactions and ensure a smooth and user-friendly experience.
Assistive Mechanisms and Handover to Humans: Learn how to appropriately handle user queries that are beyond the capabilities of a chatbot using assistive mechanisms. Explore smooth transition strategies to human agents, if applicable.
Rasa and MySQL Database: To enable personalized interactions and a more engaging user experience, integrate Rasa with MySQL databases to store and retrieve user-specific data.
Rasa Chatbot Launch: Take your chatbot from development to launch. Explore deployment options and strategies to ensure your chatbot is accessible to users on multiple platforms.
Rasa and Flask integration: Extend your chatbot’s capabilities by integrating it with Flask, a powerful web framework. Learn how to create a user-friendly web interface for your chatbot.