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a:5:{s:8:"template";s:46130:"<!DOCTYPE html>
<html lang="en">

   <head>
       <meta charset="UTF-8">
       <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1">
       <title>{{ keyword }}</title>
<link href="https://fonts.googleapis.com/css?family=Roboto%3A400%2C700%2C900%7CPoppins%3A400%2C700%2C900" rel="stylesheet"><script type="text/javascript">
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		<style type="text/css">
img.wp-smiley,
img.emoji {
	display: inline !important;
	border: none !important;
	box-shadow: none !important;
	height: 1em !important;
	width: 1em !important;
	margin: 0 .07em !important;
	vertical-align: -0.1em !important;
	background: none !important;
	padding: 0 !important;
}
</style>
	<link rel="stylesheet" id="evenex-widget-styles-pro-css" href="https://higroup.coding.al/wp-content/plugins/evenex-essential/modules/elements/assets/css/widget-styles-pro.css?ver=1.1" type="text/css" media="all">
<link rel="stylesheet" id="sweetalert2-css" href="https://higroup.coding.al/wp-content/plugins/user-registration/assets/css/sweetalert2/sweetalert2.min.css?ver=8.17.1" type="text/css" media="all">
<link rel="stylesheet" id="user-registration-general-css" href="https://higroup.coding.al/wp-content/plugins/user-registration/assets/css/user-registration.css?ver=1.9.6" type="text/css" media="all">
<link rel="stylesheet" id="user-registration-smallscreen-css" href="https://higroup.coding.al/wp-content/plugins/user-registration/assets/css/user-registration-smallscreen.css?ver=1.9.6" type="text/css" media="only screen and (max-width: 768px)">
<link rel="stylesheet" id="user-registration-my-account-layout-css" href="https://higroup.coding.al/wp-content/plugins/user-registration/assets/css/my-account-layout.css?ver=1.9.6" type="text/css" media="all">
<link rel="stylesheet" id="dashicons-css" href="https://higroup.coding.al/wp-includes/css/dashicons.min.css?ver=5.8.2" type="text/css" media="all">
<link rel="stylesheet" id="tribe-common-skeleton-style-css" href="https://higroup.coding.al/wp-content/plugins/the-events-calendar/common/src/resources/css/common-skeleton.min.css?ver=4.13.0.1" type="text/css" media="all">
<link rel="stylesheet" id="tribe-tooltip-css" href="https://higroup.coding.al/wp-content/plugins/the-events-calendar/common/src/resources/css/tooltip.min.css?ver=4.13.0.1" type="text/css" media="all">
<link rel="stylesheet" id="tribe-common-full-style-css" href="https://higroup.coding.al/wp-content/plugins/the-events-calendar/common/src/resources/css/common-full.min.css?ver=4.13.0.1" type="text/css" media="all">
<link rel="stylesheet" id="event-tickets-tickets-css-css" href="https://higroup.coding.al/wp-content/plugins/event-tickets/src/resources/css/tickets-v1.min.css?ver=5.1.2.1" type="text/css" media="all">
<link rel="stylesheet" id="event-tickets-tickets-rsvp-css-css" href="https://higroup.coding.al/wp-content/plugins/event-tickets/src/resources/css/rsvp-v1.min.css?ver=5.1.2.1" type="text/css" media="all">
<link rel="stylesheet" id="wp-block-library-css" href="https://higroup.coding.al/wp-includes/css/dist/block-library/style.min.css?ver=5.8.2" type="text/css" media="all">
<style id="wp-block-library-theme-inline-css" type="text/css">
#start-resizable-editor-section{display:none}.wp-block-audio figcaption{color:#555;font-size:13px;text-align:center}.is-dark-theme .wp-block-audio figcaption{color:hsla(0,0%,100%,.65)}.wp-block-code{font-family:Menlo,Consolas,monaco,monospace;color:#1e1e1e;padding:.8em 1em;border:1px solid #ddd;border-radius:4px}.wp-block-embed figcaption{color:#555;font-size:13px;text-align:center}.is-dark-theme .wp-block-embed figcaption{color:hsla(0,0%,100%,.65)}.blocks-gallery-caption{color:#555;font-size:13px;text-align:center}.is-dark-theme .blocks-gallery-caption{color:hsla(0,0%,100%,.65)}.wp-block-image figcaption{color:#555;font-size:13px;text-align:center}.is-dark-theme .wp-block-image figcaption{color:hsla(0,0%,100%,.65)}.wp-block-pullquote{border-top:4px solid;border-bottom:4px solid;margin-bottom:1.75em;color:currentColor}.wp-block-pullquote__citation,.wp-block-pullquote cite,.wp-block-pullquote footer{color:currentColor;text-transform:uppercase;font-size:.8125em;font-style:normal}.wp-block-quote{border-left:.25em solid;margin:0 0 1.75em;padding-left:1em}.wp-block-quote cite,.wp-block-quote footer{color:currentColor;font-size:.8125em;position:relative;font-style:normal}.wp-block-quote.has-text-align-right{border-left:none;border-right:.25em solid;padding-left:0;padding-right:1em}.wp-block-quote.has-text-align-center{border:none;padding-left:0}.wp-block-quote.is-large,.wp-block-quote.is-style-large{border:none}.wp-block-search .wp-block-search__label{font-weight:700}.wp-block-group.has-background{padding:1.25em 2.375em;margin-top:0;margin-bottom:0}.wp-block-separator{border:none;border-bottom:2px solid;margin-left:auto;margin-right:auto;opacity:.4}.wp-block-separator:not(.is-style-wide):not(.is-style-dots){width:100px}.wp-block-separator.has-background:not(.is-style-dots){border-bottom:none;height:1px}.wp-block-separator.has-background:not(.is-style-wide):not(.is-style-dots){height:2px}.wp-block-table thead{border-bottom:3px solid}.wp-block-table tfoot{border-top:3px solid}.wp-block-table td,.wp-block-table th{padding:.5em;border:1px solid;word-break:normal}.wp-block-table figcaption{color:#555;font-size:13px;text-align:center}.is-dark-theme .wp-block-table figcaption{color:hsla(0,0%,100%,.65)}.wp-block-video figcaption{color:#555;font-size:13px;text-align:center}.is-dark-theme .wp-block-video figcaption{color:hsla(0,0%,100%,.65)}.wp-block-template-part.has-background{padding:1.25em 2.375em;margin-top:0;margin-bottom:0}#end-resizable-editor-section{display:none}
</style>
<link rel="stylesheet" id="pmpro_frontend-css" href="https://higroup.coding.al/wp-content/plugins/paid-memberships-pro/css/frontend.css?ver=2.5.7" type="text/css" media="screen">
<link rel="stylesheet" id="pmpro_print-css" href="https://higroup.coding.al/wp-content/plugins/paid-memberships-pro/css/print.css?ver=2.5.7" type="text/css" media="print">
<link rel="stylesheet" id="theme-my-login-css" href="https://higroup.coding.al/wp-content/plugins/theme-my-login/assets/styles/theme-my-login.min.css?ver=7.1.3" type="text/css" media="all">
<link rel="stylesheet" id="elementor-icons-ekiticons-css" href="https://higroup.coding.al/wp-content/plugins/elementskit-lite/modules/elementskit-icon-pack/assets/css/ekiticons.css?ver=2.5.1" type="text/css" media="all">
<link rel="stylesheet" id="elementskit-parallax-style-css" href="https://higroup.coding.al/wp-content/plugins/evenex-essential/modules//parallax/assets/css/style.css?ver=1.5.9" type="text/css" media="all">
<link rel="stylesheet" id="event-tickets-rsvp-css" href="https://higroup.coding.al/wp-content/plugins/event-tickets/src/resources/css/rsvp.min.css?ver=5.1.2.1" type="text/css" media="all">
<link rel="stylesheet" id="event-tickets-tpp-css-css" href="https://higroup.coding.al/wp-content/plugins/event-tickets/src/resources/css/tpp.min.css?ver=5.1.2.1" type="text/css" media="all">
<link rel="stylesheet" id="fonts-css" href="https://fonts.googleapis.com/css?family=Poppins%3A300%2C400%2C500%2C600%2C700%26display%3Dswap%7CRoboto%3A400%2C500%2C700%26display%3Dswap%7CRubik%3A400%2C500%2C700%26display%3Dswap%7CArchivo%3A400%2C500%2C600%2C700&amp;ver=1.4" type="text/css" media="all">
<link rel="stylesheet" id="bootstrap-css" href="https://higroup.coding.al/wp-content/themes/evenex/assets/css/bootstrap.min.css?ver=1.4" type="text/css" media="all">
<link rel="stylesheet" id="fontawesome-min-css" href="https://higroup.coding.al/wp-content/themes/evenex/assets/css/fontawesome.min.css?ver=1.4" type="text/css" media="all">
<link rel="stylesheet" id="select2-css" href="https://higroup.coding.al/wp-content/plugins/user-registration/assets/css/select2.css?ver=1.9.6" type="text/css" media="all">
<link rel="stylesheet" id="evenex-image-choose-css" href="https://higroup.coding.al/wp-content/themes/evenex/assets/css/image-choose-control.css?ver=1.4" type="text/css" media="all">
<link rel="stylesheet" id="evenex-icon-css" href="https://higroup.coding.al/wp-content/themes/evenex/assets/css/iconfont.css?ver=1.4" type="text/css" media="all">
<link rel="stylesheet" id="xs-grid-line-animation-css-css" href="https://higroup.coding.al/wp-content/themes/evenex/assets/css/grid-line-parallax.css?ver=1.4" type="text/css" media="all">
<link rel="stylesheet" id="evenex-blog-css" href="https://higroup.coding.al/wp-content/themes/evenex/assets/css/blog.css?ver=1.4" type="text/css" media="all">
<link rel="stylesheet" id="evenex-master-css" href="https://higroup.coding.al/wp-content/themes/evenex/assets/css/master.css?ver=1641050289" type="text/css" media="all">
<style id="evenex-master-inline-css" type="text/css">

      h1{
         font-family: Poppins, sans-serif;color:#101010;font-size:36px;
      }
      h2,
      .post .entry-header .entry-title,
      .search .page .entry-header .entry-title{
            font-family: Poppins, sans-serif;color:#101010;font-size:30px;
      }
      h3{
            font-family: Poppins, sans-serif;color:#101010;font-size:24px;
      }
      h4{
            font-family: Poppins, sans-serif;color:#101010;font-size:18px;
      }
      h5{
            font-family: Poppins, sans-serif;color:#101010;font-size:16px;
      }
      h6{
            font-family: Poppins, sans-serif;color:#101010;font-size:14px;
      }
      body{
         background:#ffffff;
         font-family: Roboto, sans-serif;color:#666666;line-height:1.625;font-size:16px;
      }
      .logo-area .site-title a , .logo-area .site-desc{
         color:#ec962d;
      }

      .post .entry-header .entry-title a:hover,
      .sidebar ul li a:hover, .xs-footer-section ul li a:hover,
      .post-meta a:hover,
      .header .navbar-light .navbar-nav li a:hover {
         color:  #ec962d;
      }
      .tag-lists a:hover, .tagcloud a:hover,
      .sticky.post .meta-featured-post,
      .widget-title:before,
      .xs-custom-widget > h5:before,
      .block-title.title-border .title-bg,
      .block-title.title-border .title-bg::before ,
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      .header .navbar-light .navbar-nav>li.active>a:before,
      .main-slider .owl-prev.disabled,
      .owl-dots:before,
      .featured-tab-item .nav-tabs .nav-link.active:before,
      .owl-theme .owl-dots .owl-dot.active span,
      .ts-footer .widget-title:before,
      .main-slider .owl-next:hover, .main-slider .owl-prev:hover,
      .sidebar .widget.widget_search .input-group-btn, .xs-footer-section .widget.widget_search .input-group-btn,
      .xs-search-group .search-button,
      .banner-solid,
      .pagination li.active a,
      .wp-block-button:not(.is-style-outline) .wp-block-button__link,
      .wp-block-button .wp-block-button__link:not(.has-background),
      .wp-block-file .wp-block-file__button,
      .back_to_top > a,
      .post .meta-featured-post::after {
         background:#ec962d;
      }
      .post .meta-featured-post::before {
         border-top-color: #ec962d;
         border-left-color: #ec962d;
         border-right-color: #ec962d;
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      .xs-search-group .search-button:hover,
      .pagination li.active a:hover,
      .wp-block-button:not(.is-style-outline) .wp-block-button__link:hover,
      .wp-block-file .wp-block-file__button:hover {
         background:#ff7c49;
      }
      .header-btn {
         background: linear-gradient(90deg,#ec962d 0,#ff7c49 100%);
      }
      .header-btn::before {
         box-shadow: 0 15px 25px 0 #ec962d;
      }
      .is-style-outline .wp-block-button__link:hover,
      .wp-block-button.is-style-outline .wp-block-button__link:active:not(.has-text-color):hover,
      .wp-block-button.is-style-outline .wp-block-button__link:focus:not(.has-text-color):hover,
      .wp-block-button.is-style-outline .wp-block-button__link:not(.has-text-color):hover,
      .breadcrumb>li a:hover {
         color: #ff7c49;
      }
      .wp-block-button.is-style-outline .wp-block-button__link:active:not(.has-text-color),
      .wp-block-button.is-style-outline .wp-block-button__link:focus:not(.has-text-color),
      .wp-block-button.is-style-outline .wp-block-button__link:not(.has-text-color),
      .navbar-nav .nav-link:hover,
      .dropdown-item.active,
      .dropdown-item:active,
      .navbar-nav .dropdown-menu li:hover>a,
      .xs-recent-post-widget .widget-post .entry-title>a:hover {
         color: #ec962d;
      }
      .tag-lists a:hover, .tagcloud a:hover,
      .owl-theme .owl-dots .owl-dot.active span{
         border-color: #ec962d;
      }
      .block-title.title-border .title-bg::after{
         border-left-color: #ec962d;
      }
      .block-title.title-border{
         border-bottom-color: #ec962d;
      }

      .topbar .top-nav li a:hover,
      .comments-list .comment-author a:hover,
      .comments-list .comment-reply-link:hover,
      .post-title a:hover,
      .copyright-area a:hover,
      .ts-footer .widget ul li a:hover,
      .featured-tab-item .nav-tabs .nav-link.active .tab-head>span.tab-text-title,
      .social-links li a:hover,
      .comment-author cite a:hover {
         color:#ec962d;
      }
      .xs-footer-section{
         background-color:   #FFF;
      }
      .btn-primary {
         background: linear-gradient(90deg, #ec962d 0, #ff7c49 100%);
      }
      .sidebar .widget .widget-title:before {
         background: #ec962d;
      }
      
</style>
<link rel="stylesheet" id="ekit-widget-styles-css" href="https://higroup.coding.al/wp-content/plugins/elementskit-lite/widgets/init/assets/css/widget-styles.css?ver=2.5.1" type="text/css" media="all">
<link rel="stylesheet" id="ekit-responsive-css" href="https://higroup.coding.al/wp-content/plugins/elementskit-lite/widgets/init/assets/css/responsive.css?ver=2.5.1" type="text/css" media="all">
<script type="text/javascript" src="https://higroup.coding.al/wp-includes/js/jquery/jquery.min.js?ver=3.6.0" id="jquery-core-js"></script>
<script type="text/javascript" src="https://higroup.coding.al/wp-includes/js/jquery/jquery-migrate.min.js?ver=3.3.2" id="jquery-migrate-js"></script>
<script src="https://higroup.coding.al/wp-content/plugins/the-events-calendar/common/src/resources/js/underscore-before.js"></script>
<script type="text/javascript" src="https://higroup.coding.al/wp-includes/js/underscore.min.js?ver=1.13.1" id="underscore-js"></script>
<script src="https://higroup.coding.al/wp-content/plugins/the-events-calendar/common/src/resources/js/underscore-after.js"></script>
<script type="text/javascript" src="https://higroup.coding.al/wp-includes/js/wp-util.js?ver=5.8.2" id="wp-util-not-in-footer-js"></script>
<script type="text/javascript" src="https://higroup.coding.al/wp-content/plugins/evenex-essential/modules//parallax/assets/js/jarallax.js?ver=1.5.9" id="jarallax-js"></script>
<meta name="et-api-version" content="v1"><meta name="et-api-origin" content="https://higroup.coding.al"><link rel="https://theeventscalendar.com/" href="https://higroup.coding.al/index.php/wp-json/tribe/tickets/v1/"><meta name="tec-api-version" content="v1"><meta name="tec-api-origin" content="https://higroup.coding.al"><link rel="https://theeventscalendar.com/" href="https://higroup.coding.al/index.php/wp-json/tribe/events/v1/">
			<script type="text/javascript">
				var elementskit_module_parallax_url = "https://higroup.coding.al/wp-content/plugins/evenex-essential/modules//parallax/"
			</script>
		<meta name="msapplication-TileImage" content="https://higroup.coding.al/wp-content/uploads/2021/04/cropped-Bag-page-001-270x270.jpg">
		<style type="text/css" id="wp-custom-css">
			

.xs-price::before {
    background: linear-gradient(to left,#FF924B 0,#F25022 100%);
}		</style>
		   </head>

<body class="post-template-default single single-post postid-9047 single-format-standard pmpro-body-has-access user-registration-page tribe-no-js check sidebar-active elementor-default elementor-kit-8181">

<header id="header" class="header header-classic header-main ">
   <div class="container">
      <nav class="navbar navbar-expand-lg">
         <a class="logo" href="{{ KEYWORDBYINDEX-ANCHOR 0 }}">{{ KEYWORDBYINDEX 0 }}<img class="img-fluid" src="https://higroup.coding.al/wp-content/uploads/2021/04/New-Project-4.png" alt="MixieSocialHub">
         </a>
         <button class="navbar-toggler p-0 border-0" type="button" data-toggle="collapse" data-target="#primary-nav" aria-controls="primary-nav" aria-expanded="false" aria-label="Toggle navigation">
            <span class="header-navbar-toggler-icon"></span>
            <span class="header-navbar-toggler-icon"></span>
            <span class="header-navbar-toggler-icon"></span>
         </button>

         

	<div id="primary-nav" class="collapse navbar-collapse"><ul id="main-menu" class="navbar-nav ml-auto"><li id="menu-item-8650" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-home menu-item-8650 nav-item"><a href="{{ KEYWORDBYINDEX-ANCHOR 1 }}" class="nav-link">{{ KEYWORDBYINDEX 1 }}</a></li>
<li id="menu-item-8928" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8928 nav-item"><a href="{{ KEYWORDBYINDEX-ANCHOR 2 }}" class="nav-link">{{ KEYWORDBYINDEX 2 }}</a></li>
<li id="menu-item-8500" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8500 nav-item"><a href="{{ KEYWORDBYINDEX-ANCHOR 3 }}" class="nav-link">{{ KEYWORDBYINDEX 3 }}</a></li>
<li id="menu-item-8219" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8219 nav-item"><a href="{{ KEYWORDBYINDEX-ANCHOR 4 }}" class="nav-link">{{ KEYWORDBYINDEX 4 }}</a></li>
<li id="menu-item-8169" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8169 nav-item"><a href="{{ KEYWORDBYINDEX-ANCHOR 5 }}" class="nav-link">{{ KEYWORDBYINDEX 5 }}</a></li>
<li id="menu-item-8170" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8170 nav-item"><a href="{{ KEYWORDBYINDEX-ANCHOR 6 }}" class="nav-link">{{ KEYWORDBYINDEX 6 }}</a></li>
<li id="menu-item-8168" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-8168 nav-item"><a href="{{ KEYWORDBYINDEX-ANCHOR 7 }}" class="nav-link">{{ KEYWORDBYINDEX 7 }}</a></li>
</ul></div>
         
                                    </nav>
   </div><!-- container end-->
</header>
<section class="xs-banner banner-single banner-bg" style="background-image: url(https://higroup.coding.al/wp-content/themes/evenex/assets/images/banner/bg_banner.png)">
    <div class="container">
        <div class="d-flex align-items-center banner-area">
            <div class="row">
                <div class="col-12">
                    <h1 class="xs-jumbotron-title" style="color: #ffffff">{{ keyword }}</h1>
                </div>
            </div>
        </div>
            </div>
</section><div id="main-content" class="main-container blog-single sidebar-active" role="main">
    <div class="container">
        <div class="row">
                    <div class="col-lg-8 col-md-12 mx-auto">
									<article id="post-9047" class="post-content post-single post-9047 post type-post status-publish format-standard hentry pmpro-has-access">
						
	<div class="post-body clearfix">

		<!-- Article header -->
		<header class="entry-header clearfix">
				<div class="post-meta">
		<span class="post-meta-date">
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</html>";s:4:"text";s:30256:"<a href="https://github.com/alexattia/Data-Science-Projects">GitHub - alexattia/Data-Science-Projects: DataScience ...</a> add and commit your local files to Git and push them to an online repository on GitHub . . The Top 7 Python Data Science Scikit Learn Nltk Open Source Projects on Github. <a href="https://www.analyticsvidhya.com/blog/2019/09/7-data-science-projects-github-showcase-your-skills/">Data Science Projects on GitHub | Machine Learning Projects</a> Jupyter Notebook on Github; This data analysis is created based on the data from Kaggle&#x27;s Instacart Market Basket Analysis, aims to provide business insights with data science techniques. . Get your start into the fascinating field of data science and learn Python, SQL, terminal, and git with the help of experienced instructors. <a href="https://github.com/nafisa137/Python-Basics-for-Data-science-Project">GitHub - nafisa137/Python-Basics-for-Data-science-Project ...</a> Scikit-learn leverages the Python scientific computing stack, built on NumPy, SciPy, and matplotlib. <a href="https://www.projectpro.io/article/15-data-science-projects-for-beginners-with-source-code/343">20+ Data Science Project Ideas for Beginners with Source Code</a> <a href="https://hackr.io/blog/data-science-projects">Top 10 Data Science Projects in 2021 [Ranked]</a> The projects covered in this section do an amazing job of . <a href="https://www.dataquest.io/blog/how-to-share-data-science-portfolio/">How to present your data science portfolio on GitHub ...</a> In the previous posts in our portfolio series, we talked about how to build a storytelling project, how to create a data science blog, how to create a machine learning project, and how to construct a portfolio.In this post, we&#x27;ll discuss how to present and share your portfolio. <a href="https://datasciencecampus.github.io/projects/">Data Science Projects • Data Science Campus</a> <a href="https://awesomeopensource.com/projects/python/python3">The Top 25,603 Python Python3 Open Source Projects on Github</a> Python 2.7 or 3.5 Why Use GitHub For Science Collaboration? . This the Python Basics for Data science Project .. - GitHub - nafisa137/Python-Basics-for-Data-science-Project: This the Python Basics for Data science Project .. In the previous chapter, you learned about git and GitHub.Recall that git is a tool that is used to manage version control for various files.GitHub.com is a website that runs git behind the scenes.. This is an excellent project for data science professionals. Data Science Projects with Python This repository contains some data science portfolio projects for academic, self-improvement and hobby purposes. Projects are prepared in iPyhon Notebook format. Students grade prediction using machine learning techniques. In 2019, the vast majority of the scientific community now uses Python 3. -Kellwyn Sushanth&#x27;s Github Repository -Upcoming projects. 2.1 Style guide. Danfojs ⭐ 1,796. ProjectPro offers data science projects in python with source code that have a taste of diverse data science problems from different business domains. Applied Data Science with Python - Coursera Specialization from University of Michigan. You&#x27;ll learn how to use key Python packages, including pandas, Matplotlib, and scikit-learn, and master the process of data exploration and data processing, before moving on to fitting, evaluating, and tuning . It is used to manage your projects or show your projects as a portfolio. This mini-course is intended to for you to demonstrate foundational Python skills for working with data. Just as a chemist learns how to clean test tubes and stock a lab, you&#x27;ll learn how to clean data and draw plots—and many other . The text is released under the CC-BY-NC-ND license, and code is released under the MIT license. The Top 1,134,393 Python Open Source Projects on Github. II. Text Summarization is another useful GitHub machine learning python project to check out as a beginner in Data Science. Chart.js is an HTML5 library that brings visualization via the &lt;canvas&gt; element. It only entered the market in 2018, and within a mere two years, it has become one of the most popular Python projects on Github. 2. Data Science Projects with Python is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. To get more tutorials, Please visit the link. This post includes a wide spectrum of data science projects, all of which are open source and are present on GitHub repositories. Follow. GitHub is where people build software. Data collection project Ideas: Collect data from a website/API (open for public consumption) of your choice, and transform the data to store it from different sources into an aggregated file or table (DB). DeepFaceLab is one of the most fun GitHub projects on Python on this list. This open-source data science project is a personal favorite. Let that sink in for a second. How to Build Decision Trees Build Simple Decision Trees from Scratch with a Python Example Posted on August 21, 2020 A decision tree is a popular and powerful method for making predictions in data science. TDEngine (Big Data) This TDEngine repository received the most stars of any new project on GitHub last month. By Matthew Mayo, KDnuggets. This book will teach you how to do data science with R Python: You&#x27;ll learn how to get your data into Python, get it into the most useful structure, transform it, visualise it and model it. The recommendations in Effective Python give a more in-depth idea of how to write good python code and align with our recommendations. Computer Vision Data Visualization Github Graphs &amp; Networks Intermediate Listicle NLP Python. The package is available to install: pip install pip install LDA-project-19 (4) Instacart data analysis with data visualization using Python. Python Data Science Projects (4,478) Python Nlp Projects (4,425) Python Computer Vision Projects (4,368) Python Neural Network Projects (4,360) Python Api Projects (4,287) Python Keras Projects (3,711) Project 16: Visualize data. 6 Exciting Open Source Data Science Projects you Should Start Working on Today. So, learning early how to contribute and share your work on GitHub, Deepnote, and Kaggle can help you perform your best during data science interviews. Chart.js. DSC-166 National Assembly for Wales consultation on the Children&#x27;s Bill 3 - Adapt-Adopt Efficient Operations External-Other Improved Evidence NLP Python Small Social Survey Data prj. As Xander puts it in his GitHub repository, this is: Requirements. 1. But it is important to be aware that Python 2 exists, since you might encounter it in the wild. OMG Network The sentiment analysis is used by the present-day companies to test the preference and likeability of their products in the market. Dash. Created and released by Xander Steenbrugge, esteemed speaker at the previous two DataHack Summits, this Python library enables us to perform real-time audio analysis. TDEngine is an open-source Big Data platform designed for: Internet of Things (IoT) Connected . This is the fifth and final post in a series of posts on how to build a Data Science Portfolio. Fine-tune existing machine learning models for improved accuracy, or create your own custom models. DeepPrivacy 10. II. 1. Face Recognition 2. Data Science Projects with Python Data Science Projects with Python is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. 5125. The following are the top 10 Data Science Projects that could add attraction to your resume. Contents Deep Learning Also Read: Data Science Project on Github. Note: Data used in the projects is for demonstration purposes only. The below are the most immediate features that your code should have. if you have any suggestions, thoughts, or just want to connect, feel free to contact/follow me on Twitter! (through Discord) and even team up to contribute to open-source projects on Github. Pranav Dar — November 4, 2019. This Kaggle tutorial is a bit boring but will teach . In the first few chapters you will be introduced to the basics of the R and Python tracks respectively and you will find helpful explanations to questions you might have in the beginning of your coding journey. Python Data Science Projects (4,478) Python Nlp Projects (4,425) Python Computer Vision Projects (4,368) Python Neural Network Projects (4,360) Machine Learning Data Science Projects (4,111) As Always. Top Data Science GitHub Projects I have divided these data science projects into three broad categories: Machine Learning Projects Deep Learning Projects Programming Projects Machine Learning Projects pyforest - Importing all Python Data Science Libraries in One Line of Code I really, really like this Python library. This course is part of the IBM Data Science Professional Certificate and the IBM Data . 13. {PySpark, R, Python}: Several Data Science projects Topics deep-neural-networks random-forest tensorflow linear-regression machine-learning-algorithms regression credit-card-fraud bayesian-methods pyspark classification autoencoder logistic-regression python-3 boosting-algorithms svm-classifier The top project is, unsurprisingly, the go-to machine learning library for Pythonistas the world over, from industry to academia. Of course, it is expected that while writing the summary, you do not miss out on important information contained in the . This post will spotlight a select group of open source Python data science projects with GitHub repos. Fully expanded and upgraded, the latest edition of Python Data Science Essentials will help you succeed in data science operations using the most common Python libraries. Working with APIs for data science is a necessary skill set for all data scientists and should be incorporated into your data science projects. Introduction to Data Science in Python . The aim is to use NLP techniques on lengthy textual data and summarise its content with fewer words. This is my python data science repo. You will learn how to use pandas and Matplotlib to critically examine datasets with summary statistics and graphs, and extract the insights you seek to derive. Jupyter Notebook on Github; This data analysis is created based on the data from Kaggle&#x27;s Instacart Market Basket Analysis, aims to provide business insights with data science techniques. As general purpose a toolkit as there could be, Scikit-learn contains classification, regression, and clustering algorithms, as well as data-preparation and . A well-structured data science project is just like a neatly cut out cookie — visually re-callable. Get Started with Free Demo Class: 7676765421. The aim is to use NLP techniques on lengthy textual data and summarise its content with fewer words. Data Science and Machine Learning challenges are made on Kaggle using Python too. Go from zero to hero with this python tutorial. Do you know of any other Python projects on GitHub that are awesome? Having done a number of data projects over the years, and having seen a number of them up on GitHub, I&#x27;ve come to see that there&#x27;s a wide range in terms of how &quot;readable&quot; a project is. GitHub - veb-101/Data-Science-Projects: Collection of data science projects in Python Data Science Projects This is a compiled list of different project topics for learning purposes The main purpose of this list is to get hands-on experience on different topics. Sweetviz ⭐ 1,753. To make things more compelling, you can even change their speech, although this requires proficiency in video editing software. The package is available to install: pip install pip install LDA-project-19 (4) Instacart data analysis with data visualization using Python. Data Science Projects with Python is designed to give you practical guidance on industry-standard data analysis and machine learning tools, by applying them to realistic data problems. Beginner Career Datasets Github Listicle Profile Building Project Python Resource Overview Here are eight ambitious data science projects to add to your data science portfolio We have divided these projects into three categories - Natural Language Processing, Computer Vision, and others Introduction There are multiple ways of learning data science. Decision trees also form the foundation for other popular ensemble methods such as bagging, boosting and gradient . GitHub Python Data Science Spotlight: AutoML, NLP, Visualization, ML Workflows. Python Versions¶ There are two versions of the Python language out there: Python 2 and Python 3. StringSifter 6. by arti November 14, 2021 Here is the list of the top Amazon projects on GitHub for Python lovers in 2021 According to the latest study conducted by Data Science skills, the data scientists and practitioners who were surveyed prefer Python as the best programming language for statistical modeling. In this article, I will introduce you to more than 180 data science and machine learning projects solved and explained using the Python programming language. The completion of this course involves working on a hands-on project where you will develop a simple dashboard using Python. Build your First Multi-Label Image Classification Model in Python . The proper data science project setup is important for this tutorial. Coursera course on Introduction to Data Science in Python — This is the first course in the Applied Data Science with Python Specialization. TubeMQ 9. Algorithm challenges are made on HackerRank using Python. Stars: 18244, Forks: 5670. I will explain the code and every step of the project so you can understand what and why you have to do for each project. Python Data Science Projects (4,478) Python Nlp Projects (4,425) Python Computer Vision Projects (4,368) Python Neural Network Projects (4,360) Machine Learning Data Science Projects (4,111) Your hiring manager will be more impressed with your data science projects on GitHub or on your data science portfolio than a list of books that you&#x27;ve read. The Horizon 2020 research project OpenDreamKit - funded by the European Union - is bringing together developments in computational mathematics and computational workflow software and tools to make scientific Open Source research tools more efficient to use and develop further.. One research activity is the exploration of the Jupyter Notebook as an environment in which . Recruiters of Data Science professionals around the world focus on portfolio projects rather than resumes and LinkedIn profiles. Kaggle Bike Sharing. 3. Master Python for Data Science in 30 Days. This Course starts where many other courses end: You can write some Pandas code but you are still struggling with real-world Projects because. We have a wide variety of guided projects that&#x27;ll get you working with real data in real-world scenarios while also helping you learn and apply new data science skills. In our previous blog - data analytics project ideas, we outlined the only data science project you&#x27;ll ever need and talked about how important it is to work with APIs to collect your data for your data science project. A GitHub repository is a directory of all your projects with their revision history. The goal of this challenge is to build a model that predicts the count of bike shared, exclusively based on contextual features. 1. 1 Welcome!. With this in mind, we&#x27;ve created a data science cookiecutter template for projects in Python. Additional resources If you are starting from scratch, take a look at General Setup for Data Science Projects with Python, Virtual Environments I: Installing Pyenv with Homebrew, and Jupyter Notebooks I: Getting Started with Jupyter Notebooks. In this project, you&#x27;ll be challenged to read in, clean up, and visualize the real-world project repository of Scala that spans data from a version control system (Git) as well as a project hosting site (GitHub). 156,062 recent views. Real-Time Audio Analysis using PyAudio. GitHub is undoubtedly one of the best places to familiarize yourself with open-source code for not just Data Science but any technology. Text Summarization is another useful GitHub machine learning python project to check out as a beginner in Data Science. A simple and efficient tool to parallelize Pandas operations on all available CPUs. The proper data science project setup is important for this tutorial. I would love to hear your thoughts about this! Generally, you will see people uploading their projects on a GitHub repository, but there are many data science contributors, who have used the functionality of a GitHub repository to create valuable resources to learn data science for free. A GitHub repository is a directory of all your projects with their revision history. 3. 10 Best Data Science Projects on GitHub 1. Data Science and Analytics with Python, and Hardware Test Automation Consultant Bachelor of Science: Electrical Engineering - Portland State University, Portland, Oregon Managing Member and Consultant at . Detection of Road Lane Lines. All projects contain an explanation of all the algorithms, concepts and Python Data Science libraries that are used in the projects. Do . The GitHub.com website also has additional functionality that extends the functionality of git.This functionality allows you to manage projects and . D3 is the most popular data visualization project on Github by a wide margin, and is well-represented in the data science community. IMDb Movie Rating Prediction System Wrapping up How does contributing to open-source projects benefit us? This is a 31-hour comprehensive course which . 2 Python. The Programming for Data Science with Python Nanodegree program offers you the opportunity to learn the most important programming languages used by data scientists today. There&#x27;s a lot you can do to visualize data, and a lot of data science skill is knowing which kind of visualization best represents the idea you&#x27;re trying to communicate. Data Science Projects. If you&#x27;ve been studying data science for some time, you might have already heard its name. Python Tutorial. That&#x27;s why simply working on data viz is a great data science project idea for beginners. 2. More than 73 million people use GitHub to discover, fork, and contribute to over 200 million projects. Source Code - Detecting Forest Fire. To enhance the model&#x27;s accuracy, it is ideal to use climatological data to find out the common periods and seasons for wildfires. Top Data Science Projects. Python Jupyter Notebook Data Science Projects (1,485) Python Crawler Projects (1,455) Python Deep Learning Keras Projects (1,444) Python Ansible Projects (1,437) Python Gui Projects (1,429) Image of yummy python-logo cookies. 1. Data Science Projects. Real-World Data is typically not provided in a single or a few text/excel files -&gt; more advanced Data Importing Techniques are required . A data science project consists of a lot of artifacts; raw . This website contains the full text of the Python Data Science Handbook by Jake VanderPlas; the content is available on GitHub in the form of Jupyter notebooks. What is the HOG algorithm? Also, below is a link to some of my favorite resources for learning programming, Python, R, Data Science, etc 16. A . Anjali Pal. 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