What are the challenges in Neural Machine Translation (NMT) and how do attention mechanisms and transformer models help overcome them in a chatbot?
Tuesday, 08 August 2023
by EITCA Academy
Neural Machine Translation (NMT) has revolutionized the field of language translation by utilizing deep learning techniques to generate high-quality translations. However, NMT also poses several challenges that need to be addressed in order to improve its performance. Two key challenges in NMT are the handling of long-range dependencies and the ability to focus on relevant
What are the steps involved in creating a chatbot using deep learning with Python and TensorFlow?
Tuesday, 08 August 2023
by EITCA Academy
Creating a chatbot using deep learning with Python and TensorFlow involves several steps. In this answer, I will outline the process in a detailed and comprehensive manner, providing you with the necessary information to successfully build a chatbot using these technologies. Step 1: Data Collection and Preprocessing The first step in creating a chatbot is