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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0, shrink-to-fit=no">
<title>Home - Cryptocurrency Research</title>
<meta name="description" content="Open source R programming tutorial analyzing live cryptocurrency data">
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<body id="page-top">
<nav class="navbar navbar-light navbar-expand" id="sidebar-wrapper">
<div class="container"><button data-toggle="collapse" class="navbar-toggler d-none" data-target="#"></button>
<div class="collapse navbar-collapse">
<ul class="nav navbar-nav sidebar-nav" id="sidebar-nav">
<li class="nav-item sidebar-brand"><a class="nav-link active js-scroll-trigger" href="#page-top">Brand</a></li>
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<li class="nav-item sidebar-nav-item"><a class="nav-link js-scroll-trigger" href="#about">About</a></li>
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<header class="d-flex masthead" style="background: url("assets/img/bitcoin-btc-stock-price-decline-wo.jpg") round;margin: 0px;">
<div class="container text-center" style="margin-top: 0;">
<h1 class="mb-1" style="color: rgb(255,255,255);margin-top: 0;font-size: 65px;">Cryptocurrency Tutorial</h1>
<p style="color: rgb(255,255,255);font-size: 24px;"><strong>Open Source R Tutorial</strong></p><a class="btn btn-light brn-xl js-scroll-trigger" role="button" href="#overview" style="background: #1d809f;border-color: #1d809f;color: rgb(255,255,255);height: 66px;font-size: 16px;margin-bottom: 0px;padding-top: 17px;padding-bottom: 0;">Additional Information</a>
<a
class="btn btn-dark btn-xl mr-4" role="button" data-bs-hover-animate="pulse" href="introduction.html" style="margin-left: 38px;">Go to tutorial</a>
</div>
</header>
<section id="overview" class="content-section bg-primary text-white text-center">
<div class="container">
<div class="content-section-heading">
<h3 class="text-secondary mb-0">Overview</h3>
<h2 class="mb-5" style="text-shadow: 0px 0px;">What you will learn</h2>
</div>
<div class="row">
<div class="col-md-6 col-lg-3 mb-5 mb-lg-0"><span class="mx-auto service-icon rounded-circle mb-3"><img src="assets/img/724px-R_logo.svg.png" style="width: 65px;box-shadow: 0px 0px;margin-top: -14px;margin-right: 5px;"></span>
<h4><strong>R</strong></h4>
<p class="mb-0 text-faded">The tutorial is in R. For those without experience programming in R we have a <a href="https://cryptocurrencyresearch.org/high-level">high-level version</a> to help you learn before attempting the full version. Scroll down for a
<a
href="index.html#sections">breakdown of the individual sections</a> for an overview of what you will learn throughout.</p>
</div>
<div class="col-md-6 col-lg-3 mb-5 mb-lg-0"><span class="mx-auto service-icon rounded-circle mb-3"><img data-toggle="tooltip" data-bs-tooltip="" src="assets/img/logo.png" style="width: 65px;box-shadow: 0px 0px;margin-top: -14px;margin-right: 0px;" title="Developed by the company RStudio"></span>
<h4><strong>Tidyverse</strong></h4>
<p class="mb-0 text-faded">You will get more familiar with tools from the <a href="https://www.tidyverse.org/">tidyverse</a>, including <a href="https://dplyr.tidyverse.org/">dplyr</a>, <a href="https://ggplot2.tidyverse.org/">ggplot2</a>, <a href="https://tibble.tidyverse.org/">tibble</a>,
and <a href="https://purrr.tidyverse.org/">purrr</a>. These tools provide an excellent complete ecosystem to do data science in R.</p>
</div>
<div class="col-md-6 col-lg-3 mb-5 mb-lg-0"><span class="mx-auto service-icon rounded-circle mb-3"><i class="fas fa-cogs"></i></span>
<h4><strong>Machine Learning</strong></h4>
<p class="mb-0 text-faded"><span>You will learn to <a href="https://cryptocurrencyresearch.org/predictive-modeling.html">create machine learning models</a> and how to fairly <a href="https://cryptocurrencyresearch.org/model-validation-plan.html">assess their performance</a>.</span></p>
</div>
<div class="col-md-6 col-lg-3 mb-5 mb-lg-0"><span class="mx-auto service-icon rounded-circle mb-3"><i class="fa fa-bitcoin"></i></span>
<h4><strong>Cryptocurrency Data</strong></h4>
<p class="mb-0 text-faded">You will learn these tools analyzing the latest cryptocurrency data. The tutorial automatically refreshes every 12 hours and the data is publicly available and refreshed hourly.</p>
</div>
</div>
</div>
</section>
<section class="text-left content-section" id="sections">
<div class="container">
<div class="content-section-heading text-center">
<h3 class="text-secondary mb-0" style="margin-top: -20px;">Sections</h3>
<h2 class="mb-5">Jump To Section</h2>
</div>
<div class="row no-gutters">
<div class="col-lg-6">
<a class="portfolio-item" href="introduction.html" target="_blank">
<div class="caption">
<div class="caption-content">
<h1 class="text-body">Introduction</h1>
<p class="mb-0" style="color: rgb(255,255,255);font-size: 17.9px;font-style: normal;font-weight: bold;"><strong>Overview of the content and format of the tutorial</strong><br></p>
</div>
</div><img class="img-fluid" src="assets/img/first_page2.png"></a>
</div>
<div class="col-lg-6">
<a class="portfolio-item" href="setup.html">
<div class="caption">
<div class="caption-content">
<h1 class="text-body">Setup</h1>
<p class="mb-0" style="color: rgb(255,255,255);font-size: 19px;font-style: normal;font-weight: bold;"><strong>Run the code shown throughout the tutorial on your computer, or run it in the cloud</strong></p>
</div>
</div><img class="img-fluid" src="assets/img/page2.png"></a>
</div>
<div class="col-lg-6">
<a class="portfolio-item" href="explore-data.html">
<div class="caption">
<div class="caption-content">
<h1 class="text-body">Explore the Data</h1>
<p class="mb-0" style="color: rgb(255,255,255);font-weight: bold;"><strong>Pull the latest data and learn more about it</strong></p>
</div>
</div><img class="img-fluid" src="assets/img/page3.png"></a><a class="portfolio-item" href="explore-data.html"></a>
<a class="portfolio-item" href="visualization.html">
<div class="caption">
<div class="caption-content">
<h1 class="text-body">Visualization</h1>
<p class="mb-0" style="color: rgb(255,255,255);font-weight: bold;font-size: 18.3px;"><strong>Learn to visualize data using the ggplot2 package</strong><br></p>
</div>
</div><img class="img-fluid" src="assets/img/page5.png"></a>
<a class="portfolio-item" href="predictive-modeling.html">
<div class="caption">
<div class="caption-content">
<h1 class="text-body">Predictive Modeling</h1>
<p class="mb-0" style="font-weight: bold;"><strong>Make multiple models for each cryptocurrency</strong></p>
</div>
</div><img class="img-fluid" src="assets/img/page7.png"></a><a class="portfolio-item" href="explore-data.html"></a></div>
<div class="col"><img class="img-fluid" src="assets/img/portfolio-3.jpg"></div>
<div class="col-lg-6">
<a class="portfolio-item" href="data-prep.html">
<div class="caption">
<div class="caption-content">
<h1 class="text-body">Data Prep</h1>
<p class="mb-0" style="color: rgb(255,255,255);font-weight: bold;"><strong>Clean and prepare the data before visualizing and modeling it</strong><br></p>
</div>
</div><img class="img-fluid" src="assets/img/page4.png"></a>
<a class="portfolio-item" href="model-validation-plan.html">
<div class="caption">
<div class="caption-content">
<h1 class="text-body">Model Validation Plan</h1>
<p class="mb-0" style="font-weight: bold;"><strong>Discussion around assessing the accuracy of a model before putting it into use</strong><br></p>
</div>
</div><img class="img-fluid" src="assets/img/page6_2.png"></a>
<a class="portfolio-item" href="evaluate-model-performance.html">
<div class="caption">
<div class="caption-content">
<h1 class="text-body">Evaluate Performance</h1>
<p class="mb-0" style="font-weight: bold;"><strong>Find the best performing models</strong></p>
</div>
</div><img class="img-fluid" src="assets/img/page8.png"></a>
</div>
</div>
</div>
</section>
<section class="content-section bg-primary text-white">
<div class="container text-center">
<h2 class="mb-4" style="margin-top: -15px;margin-bottom: 0px;">More Information</h2><a class="btn btn-light btn-xl mr-4" role="button" href="about-us.html">About the Authors</a><a class="btn btn-dark btn-xl mr-4" role="button" href="introduction.html">Go to the tutorial</a><a class="btn btn-light btn-xl mr-4"
role="button" href="tools.html"><strong>Tools Information</strong><br></a></div>
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