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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta http-equiv="X-UA-Compatible" content="ie=edge">
<link href="https://maxcdn.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css" rel="stylesheet" integrity="sha384-wvfXpqpZZVQGK6TAh5PVlGOfQNHSoD2xbE+QkPxCAFlNEevoEH3Sl0sibVcOQVnN"
crossorigin="anonymous">
<link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0-alpha.6/css/bootstrap.min.css" integrity="sha384-rwoIResjU2yc3z8GV/NPeZWAv56rSmLldC3R/AZzGRnGxQQKnKkoFVhFQhNUwEyJ"
crossorigin="anonymous">
<link rel="stylesheet" href="http://52.14.34.73:5120/css/flat.css">
<link rel="stylesheet" href="css/stars.css">
<link rel="stylesheet" href="css/styles-plan.css">
<title>Master Plan</title>
</head>
<body>
<div id="landing-container" class="container-fluid">
<div id="stars"></div>
<div id="stars1"></div>
<div id="stars2"></div>
<div class="container landing-main-absolute">
<div class="row pt-5 pb-5" style="min-height: 100vh">
<div class="col align-self-center">
<h1 class="text-center text-uppercase white-text">Our AI has crafted a plan to <span class="blue-text">raise the standard</span> of education in India</h1>
<div class="row justify-content-center mt-3">
<a class="h2 mt-5 white-text" href="#content-start">Get started<i class="fa fa-chevron-down ml-1"></i></a>
</div>
</div>
</div>
</div>
<div id="brain-photo">
<img src="images/brain.png" alt="">
</div>
<div id="content-start" class="bottom-color-band purple-gradient"></div>
</div>
<div class="container mb-5">
<div class="mt-5"></div>
<div class="card p-3">
<h1 class="text-center mt-2">Master Plan</h1>
<p class="content-p">
Using data from the District Information System for Education we have developed a plan that will improve the Indian education
system and reduce the national dropout rate.
</p>
<p class="content-p">
We found that amenities that most likely correlate with school performance include:
<div class="row justify-content-center">
<ol>
<li>Schools with Head Master Room</li>
<li>Schools with Computer & Internet</li>
<li>Schools with Electricity</li>
</ol>
</div>
</p>
<p class="content-p">
Using a trained linear regression model, new dropout rates were predicted for each state as each of the above amenities were
increased so that they were standard features of every school. The new predicted rate for each state was
lower in all but 4 of the states. The national average decreased by 13.67 percent
</p>
<h2>Our Hypothesis</h2>
<p class="content-p">
When teachers collaborate, students academically improve. All three of the above amenities can be used by teachers to collaborate.
Electricity powers one of the best resources to collaborate, the internet. Head masters help teachers cooperate
by setting academic goals and policies for the institution. This plan attempts to maximize the tools for
collaboration and predict its effect on students
</p>
<h2>Method</h2>
<p class="content-p font-weight-bold">National Dropout rate average: <span class="pink-text">17.05%</span></p>
<p class="content-p font-weight-bold">States with the highest dropout rates:</p>
<div class="row justify-content-center">
<table class="table table-hover">
<tr>
<th>State</th>
<th>Dropout Rate (2015)</th>
</tr>
<tr>
<td>Odisha</td>
<td>29.56%</td>
</tr>
<tr>
<td>Tripura</td>
<td>28.42%</td>
</tr>
<tr>
<td>Assam</td>
<td>27.06%</td>
</tr>
<tr>
<td>Karnataka</td>
<td>26.18%</td>
</tr>
<tr>
<td>Bihar</td>
<td>25.90%</td>
</tr>
</table>
</div>
<p class="content-p font-weight-bold">Suggested improvements to facilities:
<ol>
<li>Increase the number of Head master’s room and head masters to <span class="text-success">100%</span></li>
<li>Increase schools the number of schools with electricity access to <span class="text-success">100%</span></li>
<li>Increase schools the number of schools with Computers and Internet access to <span class="text-success">100%</span></li>
</ol>
</p>
<h2>Expected Results</h2>
<p class="content-p font-weight-bold">National Dropout rate average: <span class="indigo-text">14.72%</span></p>
<p class="content-p font-weight-bold">Percent change of National Dropout rate average: <span class="text-success">-13.67%</span></p>
<p class="content-p font-weight-bold">New expected dropout rates from the states with the highest current dropout rate:</p>
<div class="row justify-content-center">
<table class="table table-hover">
<tr>
<th>State</th>
<th>Expected Dropout Rate</th>
<th>Percent change from 2015</th>
</tr>
<tr>
<td>Odisha</td>
<td>23.16%</td>
<td>-21.65%</td>
</tr>
<tr>
<td>Tripura</td>
<td>21.78%</td>
<td>-23.36%</td>
</tr>
<tr>
<td>Assam</td>
<td>18.58%</td>
<td>-31.34%</td>
</tr>
<tr>
<td>Karnataka</td>
<td>22.24%</td>
<td>-15.05%</td>
</tr>
<tr>
<td>Bihar</td>
<td>17.57%</td>
<td>-32.16%</td>
</tr>
</table>
</div>
<h2>Conclusion</h2>
<p class="content-p">
From the results it appears increasing tools for teacher collaboration improves school completion rate. These results seem
to be in line with a study out of the University of Michigan that found, “teacher collaboration is associated
with increased levels of student achievement” (Goddard 891).
</p>
<hr>
<h2 class="pt-4 pb-4 text-center">A more detailed report can be found here</h2>
<div class="row justify-content-center mb-5">
<a href="https://github.com/GradeGuardian/MLAPI/raw/master/findings_report.pdf" target="_blank" class="btn btn-lg btn-indigo">GradeGuardian Findings Report</a>
<a href="https://github.com/GradeGuardian/MLAPI/raw/master/PercentChangeWithMasterPlan.xlsx" target="_blank" class="btn btn-lg btn-red">GradeGuardian Predictions Spreadsheet</a>
</div>
</div>
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<a href="https://github.com/Andrew-Dev" target="_blank"> Andrew Arpasi </a>
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<a href="https://github.com/a-rothwell" target="_blank"> Andrew Rothwell </a>
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