Hands-On AI: Building Your First Conversational AI Chatbot
Hands-On AI: Building Your First Conversational AI Chatbot
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 1h 48m | 230 MB
Instructor: Zhongyu Pan
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 1h 48m | 230 MB
Instructor: Zhongyu Pan
Get up and running with designing, developing, and fine-tuning conversational chatbots using Hugging Face Transformers and PyTorch. Instructor Zhongyu Pan covers the essentials of creating a baseline AI-powered chatbot and improving it with fine-tuning on real-world dialogue datasets. Along the way, explore key concepts such as tokenization, model training, and evaluation techniques. By the end of this course, you’ll be equipped with highly marketable, in-demand skills to create a fully functional chatbot for real-world businesses.
Learning objectives
- Build a baseline chatbot using Hugging Face Transformers and PyTorch.
- Fine-tune a pretrained AI model with custom datasets to improve chatbot responses.
- Deploy the chatbot as a web application using Gradio and Hugging Face Spaces.
- Evaluate chatbot performance by comparing baseline and fine-tuned models.
- Upgrade the chatbot with additional approaches.
Hands-On AI: Building Your First Conversational AI Chatbot
