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project-1.html
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<!DOCTYPE html>
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<title>Case Study of Project 1</title>
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<section class="project-cs-hero">
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<h1 class="heading-primary">Rainfall Prediction</h1>
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Predicting next-day rain by training classification models on the target variable RainTomorrow
</p>
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<!-- <div class="project-cs-hero__cta">
<a href="https://github.com/Environmental-Hydrology-for-DataScience/Rainfall-Prediction-Using-Machine-Learning" class="btn btn--bg" target="_blank">Live Link</a>
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<h3 class="project-details__content-title">Project Overview</h3>
<p class="project-details__desc-para">
Climate is a important aspect of human life.
So, the Prediction should accurate as much as possible.
In this paper we try to deal with the prediction of the rainfall which is also a major aspect of human life and which provide the major resource of human life which is Fresh Water.
Fresh water is always a crucial resource of human survival – not only for the drinking purposes but also for farming, washing and many other purposes.
Making a good prediction of climate is always a major task now a day because of the climate change.
</p>
<p class="project-details__desc-para">
Rainfall forecasting is very important because heavy and irregular rainfall can have many impacts like destruction of crops and farms,
damage of property so a better forecasting model is essential for an early warning that can minimize risks to life and property and
also managing the agricultural farms in better way. This prediction mainly helps farmers and also water resources can be utilized efficiently.
Rainfall prediction is a challenging task and the results should be accurate.
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<h3 class="project-details__content-title">Tools Used</h3>
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<div class="skills__skill">Python</div>
<div class="skills__skill">Numpy</div>
<div class="skills__skill">Pandas</div>
<div class="skills__skill">Matplotlib</div>
<div class="skills__skill">Seaborn</div>
<div class="skills__skill">Sklearn</div>
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