punitkumar4871/CropYeildPredictionSystem_PoweredBy_DataBricks-Azure-Ai_De-project
This cloud-based Crop Yield Prediction System uses Databricks, Apache Spark, and MLOps principles to forecast agricultural yields. It follows the Medallion Architecture to transform raw data into clean, analytics-ready datasets.
This system helps agricultural stakeholders forecast crop yields. It takes raw agricultural data and produces accurate, real-time predictions of future crop yields, along with interactive dashboards for visualizing trends. Farmers, agricultural investors, and supply chain managers can use this to make informed decisions.
Use this if you need a scalable, automated system to predict crop yields with high accuracy and visualize agricultural trends.
Not ideal if you need a simple, one-off yield estimate without continuous monitoring or large-scale data processing.
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Language
Python
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Last pushed
Dec 22, 2025
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