Leanpub Header

Skip to main content
Go to Leanpub.comLeanpub

DataTrail

DataTrail

Data Trail

DataTrail aims to equip individuals with the tools they need to enter the booming field of data science.

The instructor is letting you choose the price you pay for this course!

Pick Your Price...
About

About

About the Course

DataTrail is a no-cost, paid 14-week educational initiative for young-adult, high school and GED-graduates. DataTrail aims to equip members of underserved communities with the necessary skills and support required to work in the booming field of data science.

DataTrail is a fresh take on workforce development that focuses on training both Black, Indigenous, and other people of color (BIPOC) interested in the data science industry and their potential employers.

Offered by the Johns Hopkins Bloomberg School of Public Health, in partnership with local non-profits and Leanpub, DataTrail combines a mutually-intensive learning experience (MILE) with a whole-person ecosystem of support to allow aspiring data scientists and their employers to succeed.

Categories

R

Price

Course Price

Minimum price

Free!

$19.00

You pay

$19.00

Author earns

$15.20
$

All prices are in US $. You can pay in US $ or in your local currency when you check out.

EU customers: prices exclude VAT, which is added during checkout.

...Or Buy With Credits!

Number of credits (Minimum 0)

0
The author will earn $0.00 from your purchase!
You can get credits monthly with a Reader Membership

Instructor

About the Instructor

Data Trail

Material

Course Material

  • About this Course

  • 1 Intro: Welcome to DataTrail

  • Welcome to Data Science quiz

    3 attempts allowed

  • 2 Pre DataTrail Survey

  • 3 Finding Help

  • Finding Help Quiz

    3 attempts allowed

  • 4 Understanding Your Chromebook

  • What is a Chromebook quiz

    3 attempts allowed

  • 5 Working Offline vs Online

  • Working Online vs Offline Quiz

    3 attempts allowed

  • 6 Account Setup

  • Accounts Setup quiz

    3 attempts allowed

  • 7 Remote work and task management

  • 8 Forming Questions

  • 9 The Data Science Process

  • Data Science Process Quiz

    3 attempts allowed

  • 10 Types of Data Science Questions

  • Types of Data Science Questions Quiz

    3 attempts allowed

  • 11 How to Learn

  • How to Learn

    3 attempts allowed

  • 12 RStudio and Projects

  • RStudio Cloud Projects quiz

    3 attempts allowed

  • RStudio Cloud Projects Swirl

    3 attempts allowed

  • 13 Your First Data Science Project

  • 14 Getting Data

  • 15 What is R

  • What is R Quiz

    3 attempts allowed

  • 16 Objects in R

  • Objects in R Quiz

    3 attempts allowed

  • Objects in R Swirl

    3 attempts allowed

  • 17 Working with Logicals

  • Working with Logicals Quiz

    3 attempts allowed

  • Working with Logicals Swirl

    3 attempts allowed

  • 18 Data Frames

  • Data Frames quiz

    3 attempts allowed

  • Data Frames Swirl

    3 attempts allowed

  • 19 Basic Commands in R

  • Basic Commands in R quiz

    3 attempts allowed

  • Basic Commands in R Swirl

    3 attempts allowed

  • 20 Getting Help in R

  • Getting Help in R quiz

    3 attempts allowed

  • 21 Managing Files

  • Managing Files Quiz

    3 attempts allowed

  • Managing Files Swirl

    3 attempts allowed

  • 22 R Packages

  • Packages quiz

    3 attempts allowed

  • Packages Swirl

    3 attempts allowed

  • 23 R Markdown

  • R Markdown/Markdown quiz

    3 attempts allowed

  • 24 Dataset File Types

  • Data Files Quiz

    3 attempts allowed

  • Data Files Swirl

    3 attempts allowed

  • 25 Finding Data

  • 26 Ethical Data Science

  • Ethical Data Science quiz

    3 attempts allowed

  • 27 Google Documents

  • Google Sheets and Docs quiz

    3 attempts allowed

  • 28 Getting Data Project

  • 29 Cleaning Data

  • 30 What is Tidy Data

  • Tidy Data quiz

    3 attempts allowed

  • 31 Reshaping Data

  • Reshaping Data Quiz

    3 attempts allowed

  • Reshaping Data Swirl

    3 attempts allowed

  • 32 How to Tidy Data

  • Tidying Data quiz

    3 attempts allowed

  • Tidying Data Swirl

    3 attempts allowed

  • 33 Joining Data

  • Joining Data Quiz

    3 attempts allowed

  • Joining Data Swirl

    3 attempts allowed

  • 34 Working with Strings

  • Working with Strings Quiz

    3 attempts allowed

  • Working with Strings Swirl

    3 attempts allowed

  • 35 Working with Factors

  • Working with Factors quiz

    3 attempts allowed

  • Working with Factors quiz

    3 attempts allowed

  • 36 Working with Dates

  • Working with Dates quiz

    3 attempts allowed

  • Working with Dates Swirl

    3 attempts allowed

  • 37 Project Organization

  • Setting Up Data Science Project Folders quiz

    3 attempts allowed

  • 38 Cleaning Data Project

  • 39 Plotting Data

  • 40 Good Plots

  • Good Plots quiz

    3 attempts allowed

  • 41 Introduction to ggplot2

  • Introduction to ggplot2 quiz

    3 attempts allowed

  • Introduction to ggplot2 Swirl

    3 attempts allowed

  • 42 Customization in ggplot2

  • Customization in ggplot2 Quiz

    3 attempts allowed

  • Customization in ggplot2 Swirl

    3 attempts allowed

  • 43 Saving Plots

  • Saving Plots quiz

    3 attempts allowed

  • 44 From Exploratory to Explanatory

  • From Exploratory To Explanatory quiz

    3 attempts allowed

  • 45 Data Tables

  • Data Tables Quiz

    3 attempts allowed

  • 46 Tables in R

  • Tables In R quiz

    3 attempts allowed

  • Tables In R Swirl

    3 attempts allowed

  • 47 Multiple Plots in R

  • Multiple Plots Quiz

    3 attempts allowed

  • 48 Advanced Data Visualization

  • Advanced Data Visualization Quiz

    3 attempts allowed

  • 49 Plotting Data Project

  • 50 Getting Statistics

  • 51 Translating Questions to Data Science Questions

  • Translating Questions quiz

    3 attempts allowed

  • 52 Identifying Data

  • Identifying Data quiz

    3 attempts allowed

  • 53 In Practice Using Stats

  • Stats in Practice quiz

    3 attempts allowed

  • 54 Descriptive Analysis

  • Descriptive Analysis quiz

    3 attempts allowed

  • Descriptive Analysis Swirl

    3 attempts allowed

  • 55 Exploratory Analysis

  • Exploratory Analysis quiz

    3 attempts allowed

  • Exploratory Analysis Swirl

    3 attempts allowed

  • 56 Inference: Overview

  • Inferential Analysis quiz

    3 attempts allowed

  • 57 Inference: Linear Regression

  • Linear Regression Quiz

    3 attempts allowed

  • Linear Regression swirl

    3 attempts allowed

  • 58 Inference: Examples

  • Inference Examples Quiz

    3 attempts allowed

  • Inferential Analysis swirl

    3 attempts allowed

  • 59 Inference: Multiple Regression

  • Multiple Regression quiz

    3 attempts allowed

  • 60 Prediction and Machine Learning

  • Prediction & Machine Learning quiz

    3 attempts allowed

  • 61 Stats Project

  • 62 Sharing Results

  • 63 Reproducibility

  • Reproducibility Quiz

    3 attempts allowed

  • 64 Version Control

  • Version Control quiz

    3 attempts allowed

  • 65 GitHub

  • GitHub quiz

    3 attempts allowed

  • 66 Creating a Repository

  • Creating A Repository Quiz

    3 attempts allowed

  • 67 Cloning a Repository

  • Cloning A Repository Swirl

    3 attempts allowed

  • Cloning A Repository Quiz

    3 attempts allowed

  • 68 Pushing and Pulling Changes

  • Pushing and Pulling Changes quiz

    3 attempts allowed

  • 69 Organization with Issues on GitHub

  • Organization with Issues on GitHub quiz

    3 attempts allowed

  • 70 Setting Up a Project on GitHub

  • Setting Up A Project on GitHub quiz

    3 attempts allowed

  • 71 Pull Requests

  • Pull Requests Quiz

    3 attempts allowed

  • 72 Version Control Help

  • Version Control Help Quiz

    3 attempts allowed

  • 73 Types of Communication

  • Types of Communication quiz

    3 attempts allowed

  • 74 Data Science Reports

  • Data Science Reports Quiz

    3 attempts allowed

  • 75 Google Slides

  • Google Slides quiz

    3 attempts allowed

  • 76 How to Give a Presentation

  • How To Give a Presentation quiz

    3 attempts allowed

  • 77 Projecting from a Chromebook

  • Projecting from a Chromebook quiz

    3 attempts allowed

  • 78 How to Present to a General Audience

  • How To Present to a General Audience quiz

    3 attempts allowed

  • 79 How to Present to a Technical Audience

  • How To Present to a Technical Audience quiz

    3 attempts allowed

  • 80 How to Write a Blog Post

  • How To Write a Blog Post quiz

    3 attempts allowed

  • 81 Participating in Meetings

  • Participating in Meetings quiz

    3 attempts allowed

  • 82 How to Have a One-on-One Meeting

  • How To Have a One-on-One Meeting quiz

    3 attempts allowed

  • 83 GitHub and Final Data Project

  • 84 Building Resumes

  • 85 Resumes

  • Resumes quiz

    3 attempts allowed

  • 86 Cover Letters

  • Cover Letters quiz

    3 attempts allowed

  • 87 Make Your Own Website

  • Making Your Website More Professional quiz

    3 attempts allowed

  • 88 Project Gallery

  • Project Gallery quiz

    3 attempts allowed

  • 89 Improving Your GitHub Profile

  • Improving Your GitHub Profile Quiz

    3 attempts allowed

  • 90 Improving Your LinkedIn Profile

  • Improving Your LinkedIn Profile quiz

    3 attempts allowed

  • 91 Using Twitter for Data Science

  • Using Twitter For Data Science quiz

    3 attempts allowed

  • 92 Data Science Job Descriptions

  • Data Science Job Descriptions quiz

    3 attempts allowed

  • 93 Where to Look for Data Science Jobs

  • Where To Look for Data Science Jobs quiz

    3 attempts allowed

  • 94 Where to Find Remote Data Science Jobs

  • Where To Find Remote Data Science Jobs quiz

    3 attempts allowed

  • 95 Data Science Interviews

  • Data Science Interviews Quiz

    3 attempts allowed

  • 96 Data Science Meetups

  • Data Science Meetups quiz

    3 attempts allowed

  • 97 Create Your Portfolio

  • 98 Post DataTrail Survey

  • About the Authors

The Leanpub 60 Day 100% Happiness Guarantee

Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.

Now, this is technically risky for us, since you'll have the book or course files either way. But we're so confident in our products and services, and in our authors and readers, that we're happy to offer a full money back guarantee for everything we sell.

You can only find out how good something is by trying it, and because of our 100% money back guarantee there's literally no risk to do so!

So, there's no reason not to click the Add to Cart button, is there?

See full terms...

Earn $8 on a $10 Purchase, and $16 on a $20 Purchase

We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.

(Yes, some authors have already earned much more than that on Leanpub.)

In fact, authors have earned over $14 million writing, publishing and selling on Leanpub.

Learn more about writing on Leanpub

Free Updates. DRM Free.

If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).

Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.

Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.

Learn more about Leanpub's ebook formats and where to read them

Write and Publish on Leanpub

You can use Leanpub to easily write, publish and sell in-progress and completed ebooks and online courses!

Leanpub is a powerful platform for serious authors, combining a simple, elegant writing and publishing workflow with a store focused on selling in-progress ebooks.

Leanpub is a magical typewriter for authors: just write in plain text, and to publish your ebook, just click a button. (Or, if you are producing your ebook your own way, you can even upload your own PDF and/or EPUB files and then publish with one click!) It really is that easy.

Learn more about writing on Leanpub