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<!DOCTYPE html>
<html class="w-100 h-100">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>
D-Lab Workshops
</title>
<link rel="icon" type="image/png" sizes="32x32" href="static/images/favicon-32x32.png">
<link rel="icon" type="image/png" sizes="16x16" href="static/images/favicon-16x16.png">
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<link rel="stylesheet" href="https://bootswatch.com/4/litera/bootstrap.min.css">
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<link rel="stylesheet" href="static/stylesheets/style.css">
</head>
<body class="w-100 h-100">
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<nav class="navbar navbar-expand-lg navbar-light bg-light fixed-top borderless">
<a
class="navbar-brand"
href="index.html"
>
D-Lab Workshops
</a>
<button class="navbar-toggler borderless" type="button" data-toggle="collapse" data-target="#navbarColor01" aria-controls="navbarColor01" aria-expanded="false" aria-label="Toggle navigation">
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<a class="nav-link active" href="python.html">Home</a>
<li class="nav-item">
<a class="nav-link" href="library.html">Library</a>
</li>
<li class="nav-item">
<a class="nav-link" target="_blank" href="https://dlab.berkeley.edu/">About D-Lab</a>
</li>
</ul>
</div>
</nav>
<!-- End of Navbar -->
<!-- Content -->
<div class="row mx-auto w-100 mt-5 justify-content-md-center">
<div class="col-md-offset-2 col-md-8 mt-5 text-center">
<h5 class="display-5">
Click below to see which D-Lab workshop is best for you!
</h5>
<a href="https://dlab.berkeley.edu/training/upcoming-workshops"><button type="button" class="btn btn-info">Book a workshop!</button></a>
<div class="mt-5 w-100 jumbotron mx-auto">
<h1>R Modules</h1>
<!-- Add buttons for languages -->
<a href="python.html"><button type="button" class="btn btn-primary">Python</button></a>
<a href="R.html"><button type="button" class="btn btn-secondary" disabled>R</button></a>
<a href="other.html"><button type="button" class="btn btn-success">Other</button></a>
<hr class="my-4">
<!-- LEVEL -->
<blockquote class="display-5 clickable">"I don't know anything about R. I want to start from the beginning!"</blockquote>
<!-- Featured Module Block -->
<div class="card border-info content toggle-content">
<div class="row card-body">
<!-- Title Column -->
<div class="d-flex justify-content-center flex-column col-md-3">
<h4 class="card-title">R Fundamentals</h4>
<p class="lead">The absolute basics</p>
</div>
<!-- Paragraph Column -->
<div class="d-flex justify-content-center flex-column col-md-6">
<p class="card-text">
<p>This workshop is a four-part introductory series that will teach you R from scratch with clear introductions, concise examples, and support documents. You will learn how to download and install the open-sourced R Studio software, understand data and basic manipulations, import and subset data, explore and visualize data, and understand the basics of automation in the form of loops and functions. After completion of this workshop you will have a foundational understanding to create, organize, and utilize workflows for your personal research.
</p>
</div>
<!-- Link Column -->
<div class="d-flex justify-content-center pb-4 flex-column col-md-3">
<div class="btn-group-vertical my-3">
<a
class="btn btn-primary"
tabindex="0"
href="https://github.com/dlab-berkeley/R-Fundamentals">
<i class="fab fa-github"></i> Github
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://dlab.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FR-Fundamentals&urlpath=rstudio%2F&branch=main">
<i class="fas fa-database"></i> Datahub
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://mybinder.org/v2/gh/dlab-berkeley/R-Fundamentals/HEAD?urlpath=rstudio">
<i class="fas fa-book"></i> Binder
</a>
</div>
</div>
</div>
</div>
<!-- LEVEL -->
<blockquote class="display-5 clickable">"I know the basics of R. I want to learn more about manipulating and visualizing data."</blockquote>
<!-- Featured Module Block -->
<div class="card border-info content toggle-content">
<div class="row card-body">
<!-- Title Column -->
<div class="d-flex justify-content-center flex-column col-md-3">
<h4 class="card-title">R Data Wrangling and Manipulation</h4>
<p class="lead">Working with data</p>
</div>
<!-- Paragraph Column -->
<div class="d-flex justify-content-center flex-column col-md-6">
<p class="card-text">
<p>This workshop will introduce packages in R (notably dplyr and tidyr) that make data wrangling and manipulation much easier.
</p>
</div>
<!-- Link Column -->
<div class="d-flex justify-content-center pb-4 flex-column col-md-3">
<div class="btn-group-vertical my-3">
<a
class="btn btn-primary"
tabindex="0"
href="https://github.com/dlab-berkeley/R-Data-Wrangling">
<i class="fab fa-github"></i> Github
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FR-Data-Wrangling&urlpath=rstudio%2F&branch=main">
<i class="fas fa-database"></i> Datahub
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://mybinder.org/v2/gh/dlab-berkeley/R-Fundamentals-Pilot/HEAD?urlpath=rstudio">
<i class="fas fa-book"></i> Binder
</a>
</div>
</div>
</div>
</div>
<!-- Featured Module Block -->
<div class="card border-info content toggle-content">
<div class="row card-body">
<!-- Title Column -->
<div class="d-flex justify-content-center flex-column col-md-3">
<h4 class="card-title">R Data Visualization</h4>
<p class="lead">Visualizing with R</p>
</div>
<!-- Paragraph Column -->
<div class="d-flex justify-content-center flex-column col-md-6">
<p class="card-text">
<p>This workshop will provide an introduction to graphics in R with ggplot2. Participants will learn how to construct, customize, and export a variety of plot types in order to visualize relationships in data.
</p>
</div>
<!-- Link Column -->
<div class="d-flex justify-content-center pb-4 flex-column col-md-3">
<div class="btn-group-vertical my-3">
<a
class="btn btn-primary"
tabindex="0"
href="https://github.com/dlab-berkeley/R-Data-Visualization">
<i class="fab fa-github"></i> Github
</a>
<a
class="btn btn-primary"
tabindex="0"
href="http://dlab.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FR-Data-Visualization&urlpath=rstudio%2F">
<i class="fas fa-database"></i> Datahub
</a>
<a
class="btn btn-primary"
tabindex="0"
href="ps://mybinder.org/v2/gh/dlab-berkeley/R-Data-Visualization/HEAD?urlpath=rstudio">
<i class="fas fa-book"></i> Binder
</a>
</div>
</div>
</div>
</div>
<!-- LEVEL -->
<blockquote class="display-5 clickable">"I know a fair bit about R and data wrangling. I want to learn more advanced topics like Machine Learning."</blockquote>
<!-- Featured Module Block -->
<div class="card border-info content toggle-content">
<div class="row card-body">
<!-- Title Column -->
<div class="d-flex justify-content-center flex-column col-md-3">
<h4 class="card-title">R Text Analysis</h4>
<p class="lead">Preprocessing, topic modeling, word embeddings and more</p>
</div>
<!-- Paragraph Column -->
<div class="d-flex justify-content-center flex-column col-md-6">
<p class="card-text">
<p>
In this workshop, we'll focus fundamental approaches to applying computational and data visualization methods to text in R. We'll cover a "tidy data" approach to natural language processing, which incorporates tidyverse data transformations,tidytext, tidymodels and a host of other text related packages.
</p>
</div>
<!-- Link Column -->
<div class="d-flex justify-content-center pb-4 flex-column col-md-3">
<div class="btn-group-vertical my-3">
<a
class="btn btn-primary"
tabindex="0"
href="https://github.com/dlab-berkeley/R-text-analysis">
<i class="fab fa-github"></i> Github
</a>
<a
class="btn btn-primary"
tabindex="0"
href="http://dlab.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2Fr-text-analysis&urlpath=rstudio%2F">
<i class="fas fa-database"></i> Datahub
</a>
</div>
</div>
</div>
</div>
<!-- Featured Module Block -->
<div class="card border-info content toggle-content">
<div class="row card-body">
<!-- Title Column -->
<div class="d-flex justify-content-center flex-column col-md-3">
<h4 class="card-title">R Machine Learning with tidymodels</h4>
<p class="lead">Using R for ML</p>
</div>
<!-- Paragraph Column -->
<div class="d-flex justify-content-center flex-column col-md-6">
<p class="card-text">
<p>This workshop offers an introduction to machine learning algorithms by making use of the tidymodels package.
</p>
</div>
<!-- Link Column -->
<div class="d-flex justify-content-center pb-4 flex-column col-md-3">
<div class="btn-group-vertical my-3">
<a
class="btn btn-primary"
tabindex="0"
href="https://github.com/dlab-berkeley/R-Machine-Learning">
<i class="fab fa-github"></i> Github
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://dlab.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FR-Machine-Learning&urlpath=rstudio%2F&branch=main">
<i class="fas fa-database"></i> Datahub
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://mybinder.org/v2/gh/dlab-berkeley/R-Machine-Learning/HEAD?urlpath=rstudio">
<i class="fas fa-book"></i> Binder
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://docs.google.com/presentation/d/1eQsjdzcareMpEK59EJS5gLqOWIcmQpTjDvQnXIBOh_c/edit?usp=sharing">
<i class="fas fa-book"></i> Slides
</a>
</div>
</div>
</div>
</div>
<!-- Featured Module Block -->
<div class="card border-info content toggle-content">
<div class="row card-body">
<!-- Title Column -->
<div class="d-flex justify-content-center flex-column col-md-3">
<h4 class="card-title">R Deep Learning</h4>
<p class="lead">Working with Keras in R</p>
</div>
<!-- Paragraph Column -->
<div class="d-flex justify-content-center flex-column col-md-6">
<p class="card-text">
<p>This workshop introduces the basic concepts of Deep Learning — the training and performance evaluation of large neural networks, especially for image classification, natural language processing, and time-series data. Like many other machine learning algorithms, we will use deep learning algorithms to map input data to their appropriately classified outcome labels.
</p>
</div>
<!-- Link Column -->
<div class="d-flex justify-content-center pb-4 flex-column col-md-3">
<div class="btn-group-vertical my-3">
<a
class="btn btn-primary"
tabindex="0"
href="https://github.com/dlab-berkeley/R-Deep-Learning">
<i class="fab fa-github"></i> Github
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://dlab.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FR-Deep-Learning&urlpath=rstudio%2F&branch=main">
<i class="fas fa-database"></i> Datahub
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://mybinder.org/v2/gh/dlab-berkeley/R-Deep-Learning/HEAD?urlpath=rstudio">
<i class="fas fa-book"></i> Binder
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://docs.google.com/presentation/d/1eQsjdzcareMpEK59EJS5gLqOWIcmQpTjDvQnXIBOh_c/edit?usp=sharing">
<i class="fas fa-book"></i> Slides
</a>
</div>
</div>
</div>
</div>
<!-- Featured Module Block -->
<div class="card border-info content toggle-content">
<div class="row card-body">
<!-- Title Column -->
<div class="d-flex justify-content-center flex-column col-md-3">
<h4 class="card-title">R Geospatial Fundamentals</h4>
<p class="lead">Working with spatial data in R</p>
</div>
<!-- Paragraph Column -->
<div class="d-flex justify-content-center flex-column col-md-6">
<p class="card-text">
<p>Geospatial data are an important component of data visualization and analysis in the social sciences, humanities, and elsewhere. The R programming language is a great platform for exploring these data and integrating them into your research.
</p>
</div>
<!-- Link Column -->
<div class="d-flex justify-content-center pb-4 flex-column col-md-3">
<div class="btn-group-vertical my-3">
<a
class="btn btn-primary"
tabindex="0"
href="https://github.com/dlab-berkeley/R-Geospatial-Fundamentals">
<i class="fab fa-github"></i> Github
</a>
<a
class="btn btn-primary"
tabindex="0"
href="http://dlab.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdlab-berkeley%2FR-Geospatial-Fundamentals&urlpath=rstudio%2F">
<i class="fas fa-database"></i> Datahub
</a>
<a
class="btn btn-primary"
tabindex="0"
href="https://mybinder.org/v2/gh/dlab-berkeley/R-Geospatial-Fundamentals/HEAD?urlpath=rstudio">
<i class="fas fa-book"></i> Binder
</a>
</div>
</div>
</div>
</div>
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