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data-aggregation

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A comprehensive real-time Weather Monitoring System that fetches and processes weather data from OpenWeatherMap API for major Indian cities, featuring daily summaries, alerts, ML predictions, and an interactive dashboard.

  • Updated Oct 22, 2024
  • Python

This repository offers a comprehensive collection of tools and scripts for data science, encompassing essential tasks such as data cleaning, wrangling, and aggregation. It includes practical examples and utilities for numerical computations with NumPy, data manipulation with Pandas, and effective data visualization techniques.

  • Updated Sep 27, 2024
  • Jupyter Notebook

Discover a comprehensive approach to constructing credit risk models. We employ various machine learning algorithms like LightGBM and CatBoost, alongside ensemble techniques for robust predictions. Our pipeline emphasizes data integrity, feature relevance, and model stability, crucial elements in credit risk assessment.

  • Updated Aug 15, 2024
  • Jupyter Notebook

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