Crop-Prediction dashboard using XgBoost

Built Crop-growth dashboard using a Kaggle dataset on Power BI and with xgboost algorithm created a qna agent.

Overview

Crop growth predictor using XGBoost and Kaggle datasets. Visualized insights in Power BI and integrated a Q&A agent to query the data in natural language. Included careful data cleaning and feature engineering to ensure integrity across indices and columns.

Features

XGBoost-based prediction
Power BI dashboard
Natural-language Q&A agent
Robust data cleaning & features

Tech Stack

Python: For Scripting
Power BI: Microsoft data visualization tool
XGBoost: Gradient boost (Decision Tree based) framework
R: Statistical computing

Project Details

Team

Crop-Prediction dashboard using XgBoost

Overview

Features

Tech Stack

Project Details

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