---
title: "Discussion on \"From Weather to Harvest: Building a Random Forest Model to Predict Crop Yield\" | Hashnode"
description: "Discussion on \"From Weather to Harvest: Building a Random Forest Model to Predict Crop Yield\". When I first opened the take‑home task, the goal sounded simple on paper: predict crop yield using weather data. But behind that single sentence was a much broader challenge, an assignment designed to test not just whether I could run models, but whe..."
url: "https://hashnode.com/posts/from-weather-to-harvest-building-a-random-forest-model-to-predict-crop-yield/6976a932a3604ab1597013db"
---

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# [From Weather to Harvest: Building a Random Forest Model to Predict Crop Yield](https://vivianmaduekwe.hashnode.dev/from-weather-to-harvest-building-a-random-forest-model-to-predict-crop-yield?utm_source=hashnode&utm_medium=feed)

When I first opened the take‑home task, the goal sounded simple on paper: predict crop yield using weather data. But behind that single sentence was a much broader challenge, an assignment designed to test not just whether I could run models, but whe...

Jan 25 · 5 min read · vivianmaduekwe.hashnode.dev  
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## Written by

[Vivian Maduekwe](https://hashnode.com/@viviantech)

@viviantech · Abuja

  
[View profile](https://hashnode.com/@viviantech)

Turning small tasks into big insights | Data Science Learner | Public Health & Community Impact

Data science learner with a background in public health and community resilience. Passionate about turning data into actionable insights, from simple Python scripts to exploring how AI can solve real-world problems. Here on Hashnode, I document my learning journey in Python, data science, and AI, sharing projects, reflections, and beginner-friendly guides. Believer in using tech, storytelling, and volunteering to create impact.

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