All you need to develop your next AI Chatbot using Open-Source tools like Botpress, Rasa, Transformers and FastAPI
Sub Category
- Data Science
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Objectives
- Developing Chatbots using Open-Source tools like Botpress, Rasa and Transformers. No cloud based solutions.
- Understand all of the Chatbot developing pillars like intent-detection, entity-recognition, conversation flow and more.
- Learn the Concepts of Prompt Engineering using LangChain, ChatGPT and HuggingFace
- Develop Neural Networks models to detect entities and Recognize entities in the user messages.
- Integrate with third parties and APIs to develop mature chatbots with live data.
- Develop web applications using fastAPI to support the chatbot services.
- Learn via developing a set of real-world chatbot projects.
Pre Requisites
- A big portion of this course does not require any programming skills. Just the basics of Python and JavaScript are required for the advanced levels
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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