Personal Data Science Capstone Projects (in progress)
Build AI, Machine Learning, and Deep Learning Models to solve real-world business problems in HR, Marketing, Sales, Operations, PR, and Production projects.
- Author: Diardano Raihan
- Email: diardano@gmail.com
- Social Media: LinkedIn, Medium
Data science is a science of extracting useful information from a large, structured or unstructured amount of data to help business (company) solve problems. The practice includes data collection, data cleaning, data analysis and visualization, and machine learning modeling.
In this project, I leverage my data science skills to maximize business revenue, reduce cost, and optimize businesses process. I apply data science techniques to the following 6 departments:
- Human Resources: Build AI models to reduce employees hiring and training costs by predicting which employees might leave the company. See the project here.
- Marketing: Optimize marketing strategy to launch a targeted campaign by performing customer segmentation. See the project here.
- Sales: Develop time series forecasting models to predict future product prices. See the project here.
- Operations: Use Deep Learning to automate the process of detecting and classifying chest diseases in a hospital. See the project here
- Public Relations: Coming soon
- Production/Maintenance: Coming soon
This repository is targeted to those who want to gain a fundamental understanding of data science and solve real-world business problems, including:
- Data Science Consultants,
- AI Practitioners,
- Aspiring Data Scientist and Tech Enthusiasts.
Thank you,
Diardano Raihan