From the course: Hands-On AI: Building Your First Conversational AI Chatbot
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Course summary
From the course: Hands-On AI: Building Your First Conversational AI Chatbot
Course summary
- [Instructor] Congratulations on completing the course. You started by building a baseline chatbot using Hugging Face Transformers and PyTorch. You then fine-tuned the chatbot on a real-world conversational data set called DailyDialog to make the responses more natural and conversational. You also built a Gradio web interface to deploy your chatbot locally, and even pushed it online with Hugging Face Spaces. On top of that, you learned how to improve your chatbot's responses with upgrades like retrieval-augmented generation, and fallback mechanisms. By completing this course, you've built up a powerful skill set. You now know how to prepare and tokenize natural language data for deep learning models. You've gained experience building, fine-tuning, and evaluating your own chatbot with large language models. You also learned how to handle chatbot-related challenges. Finally, you learned how to deploy your chatbot on Hugging Face Spaces as a web app. Awesome job.
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