ananyaghatak / aqi-data-india

AQI data of some popular cities are collected and analysed and predicted using ML libraries.

AQI-Data-India

AQI data for some popular cities are collected analyzed and predicted using ML libraries.

Data Collection

The data has been taken from the below link in order to analyze the AQI data of some popular Indian cities. https://www.kaggle.com/datasets/rohanrao/air-quality-data-in-india Cities covered: Ahmedabad, Aizawl, Amaravati, Amritsar, Bengaluru, Bhopal, Brajrajnagar, Chandigarh, Chennai, Coimbatore, Delhi, Ernakulam, Gurugram, Guwahati, Hyderabad, Jaipur, Jorapokhar, Kochi, Kolkata, Lucknow, Mumbai, Patna, Shillong, Talcher, Thiruvananthapuram, Visakhapatnam

Motivation

This project was prepared for learning purposes in IIT Delhi Data Science Certification Course

Objectives

1. Data Collection
2. Data Preparation
3. Data Visualization
4. Feature Importance
5. Feature Selection
6. Machine learning Model Application
7. Various Model implementation and evaluation
8. Data Prediction

Conclusion