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<!DOCTYPE html>
<html lang="en" dir="ltr">
<head>
<title>Yash Patni Projects</title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.4.0/jquery.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.7/umd/popper.min.js"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/4.3.1/js/bootstrap.min.js"></script>
<link href="https://fonts.googleapis.com/css?family=Inconsolata&display=swap" rel="stylesheet">
<!-- font awesome kit -->
<script src="https://kit.fontawesome.com/91126c85ba.js"></script>
<link rel="shortcut icon" type="image/x-icon" href="images/favicon.ico" />
<link rel="stylesheet" href="css/master.css">
</head>
<body>
<nav class="navbar navbar-expand-md bg-custom navbar-dark sticky-top font-weight-bolder text-uppercase">
<a class="navbar-brand" href="index.html">YASH PATNI</a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#collapsibleNavbar">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse justify-content-end" id="collapsibleNavbar">
<ul class="navbar-nav">
<li class="nav-item">
<a style="color: white;" class="nav-link" href="index.html">Home</a>
</li>
<li class="nav-item">
<a style="color: white;" class="nav-link" href="about.html">About</a>
</li>
<li class="nav-item">
<a style="color: white;" class="nav-link" href="projects.html">Projects</a>
</li>
<li class="nav-item">
<a style="color: white;" class="nav-link" href="skills.html">Skills</a>
</li>
<li class="nav-item">
<a style="color: white;" class="nav-link" href="contact.html">Contact</a>
</li>
</ul>
</div>
</nav>
<br><br>
<div class="container">
<div style="background: #ffffff; text-align: justify;" class="jumbotron">
<a href="javascript:history.back()"><-Go back to projects</a>
<h1 class="text-center text-uppercase font-weight-bolder">Stock Price Prediction</h1>
<br>
<div class="row">
<div class="col-sm-6">
<h3 class="font-weight-bolder">Description-</h3>
<p>It is a python desktop application which provide various statistics (rolling mean, compare stocks, Bollinger bands, average open, close, low, high, volume) regarding stock and the main task of this project is to predict the future closing price of the given stock. This project uses machine learning technique to predict the stock prices.</p>
<h3 class="font-weight-bolder">Front end-</h3>
<p>Python (Pyqt5, matplotlib)</p>
<h3 class="font-weight-bolder">Back end-</h3>
<p>Python (pandas, numpy, sklearn, datareader)</p>
<h3 class="font-weight-bolder">Data-</h3>
<p>Historical data for specified stock is taken from Yahoo finance through datareader module of python.</p>
</div>
<div class="col-sm-6">
<img src="images/1.png" class="img-fluid">
<br><br>
<img src="images/2.png" class="img-fluid">
<br><br>
<img src="images/3.png" class="img-fluid">
<br><br>
<img src="images/4.png" class="img-fluid">
</div>
</div>
</div>
</div>
<nav class="navbar navbar-expand-sm bg-dark navbar-dark">
<a class="navbar-brand" href="index.html">YASH PATNI</a>
<ul class="navbar-nav">
<li class="nav-item">
<a class="nav-link">+91-83496-45409</a>
</li>
<li class="nav-item">
<a class="nav-link">[email protected]</a>
</li>
<li class="nav-item">
<a class="nav-link">Indore (M.P.)</a>
</li>
</ul>
</nav>
</body>
</html>