Healthcare Monitoring and Management Project

What is the main goal for this project?
The goal of this project is to create a Healthcare Monitoring and Management system that uses IoT devices such as wearables, medical sensors and connected healthcare systems to collect patient data using Deep Learning. This will involve several steps including but not limited to:

• Analyzing existing datasets related to healthcare and patient data.
• Developing a deep learning model to collect and process patient data.
• Optimizing the model's performance and assessing areas for improvement.
• Researching other variables that can improve the accuracy of the model.
• Accounting for additional variables in the deep learning model.
• Testing the developed model and making improvements based on additional data.

DUTIES AND RESPONSIBILITIES
By the end of the project:

• Understanding of existing datasets related to healthcare and patient data.
• Understanding of variables that affect the accuracy of the model.
• Identification of areas for future improvement of the model.
• Testing the developed model with patients and accounting for additional parameters.

Final deliverables should include:

• All source code.
• A written report explaining the design process and outcomes.

SKILLS TO BE DEVELOPED
As part of doing this project, interns can expect to be upskilled on below:

• Predictive maintenance models and data analysis.
• Python, Neural Network, Classification, Regression, Machine learning.
• Deep Learning techniques such as LSTM.