This project involves the creation of a hospital chatbot to provide first-class assistance during peak hours of the hospital. The chatbot will interact with users, responding to their queries and providing relevant information.
As a Data Scientist, the goal is to build an interactive chatbot for a renowned hospital. The project will utilize a dataset containing queries and corresponding responses. The dataset will be processed and used to train a Deep Learning model capable of generating responses to user queries. The chatbot aims to assist the hospital's customer care department efficiently during busy hours.
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Dataset Preprocessing:
- Clean and preprocess the given dataset containing {Queries/Responses}.
- Handle any missing or irrelevant information.
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Chatbot Development:
- Build a Deep Learning model for natural language processing.
- Train the model using the preprocessed dataset to understand and generate responses.
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Interactive Chatbot:
- Develop an interactive chatbot interface for users to submit queries.
- Implement the chatbot's ability to understand and respond to user queries in real-time.