Enroll Course: https://www.udemy.com/course/mastering-chatbots-using-botpress-rasa-and-transformers/
In the rapidly advancing world of conversational AI, building effective and sophisticated chatbots is more crucial than ever. The Coursera course “Mastering Chatbots with Botpress, Transformers, RAG & LLMs” stands out as a comprehensive and practical resource for aspiring developers and AI enthusiasts. Unlike many tutorials that rely on proprietary cloud solutions, this course emphasizes open-source technologies, empowering learners to develop robust chatbots without vendor lock-in.
The course is project-based, ensuring hands-on experience from the very first lesson. You will learn to set up your development environment, install and launch your first Botpress project, and understand the intricacies of conversation flow design. It covers a wide array of technologies, from natural language processing (NLP) and machine learning (ML) to integrating third-party APIs, which are essential for creating intelligent and versatile chatbots.
One of the highlights is the deep dive into different chatbot types—rule-based, AI-powered, and conversational AI—equipping you with the knowledge to choose the right approach for your use case. The course also explores advanced topics such as developing transformer-based models (like Rasa, SetFit, and GLiNER), integrating large language models (LLMs) such as OpenAI’s GPT, and building “Chat with your data” applications using RAG techniques.
Practical skills include developing QnA bots, recognizing user intents and entities, collecting and managing user data, and deploying chatbots on popular messaging platforms like Facebook Messenger and Telegram. You will also learn to create FastAPI applications to serve your AI models and utilize modern drag-drop UI tools like Flowise for LLM development.
By completing this course, you’ll gain a thorough understanding of current chatbot technologies and gain the confidence to build sophisticated AI-supported chatbots for various real-world applications. Whether you’re a developer looking to enhance your skills or an AI enthusiast eager to explore the latest innovations, this course provides a solid foundation and practical guidance to excel in the field of conversational AI.
Enroll Course: https://www.udemy.com/course/mastering-chatbots-using-botpress-rasa-and-transformers/