Chatbots for Beginners: A Complete Guide to Build Chatbots - Fundamentals of Chatbots for Deep Learning: Generative Vers

The video tutorial discusses the differences between retrieval-based and generative chat bots. Retrieval-based chat bots use predefined responses and are limited in handling unseen cases, while generative chat bots use machine learning to generate new insights and are self-learning. Generative chat bots require extensive training and can handle grammatical errors. The tutorial highlights the advantages of generative chat bots, such as their ability to learn and improve over time, making them comparable to human responses.

Explain the significance of machine learning and deep learning in the context of generative chat bots.

What challenges are associated with training generative chat bots?