Material for DataTrail

About this Course

1 Intro: Welcome to DataTrail

1. Welcome to Data Science quiz

2 Pre DataTrail Survey

3 Finding Help

1. Finding Help Quiz

4 Understanding Your Chromebook

1. What is a Chromebook quiz

5 Working Offline vs Online

1. Working Online vs Offline Quiz

6 Account Setup

1. Accounts Setup quiz

7 Remote work and task management

8 Forming Questions

9 The Data Science Process

1. Data Science Process Quiz

10 Types of Data Science Questions

1. Types of Data Science Questions Quiz

11 How to Learn

1. How to Learn

12 RStudio and Projects

1. RStudio Cloud Projects quiz
2. RStudio Cloud Projects Swirl

13 Your First Data Science Project

14 Getting Data

15 What is R

1. What is R Quiz

16 Objects in R

1. Objects in R Quiz
2. Objects in R Swirl

17 Working with Logicals

1. Working with Logicals Quiz
2. Working with Logicals Swirl

18 Data Frames

1. Data Frames quiz
2. Data Frames Swirl

19 Basic Commands in R

1. Basic Commands in R quiz
2. Basic Commands in R Swirl

20 Getting Help in R

1. Getting Help in R quiz

21 Managing Files

1. Managing Files Quiz
2. Managing Files Swirl

22 R Packages

1. Packages quiz
2. Packages Swirl

23 R Markdown

1. R Markdown/Markdown quiz

24 Dataset File Types

1. Data Files Quiz
2. Data Files Swirl

25 Finding Data

26 Ethical Data Science

1. Ethical Data Science quiz

27 Google Documents

1. Google Sheets and Docs quiz

28 Getting Data Project

29 Cleaning Data

30 What is Tidy Data

1. Tidy Data quiz

31 Reshaping Data

1. Reshaping Data Quiz
2. Reshaping Data Swirl

32 How to Tidy Data

1. Tidying Data quiz
2. Tidying Data Swirl

33 Joining Data

1. Joining Data Quiz
2. Joining Data Swirl

34 Working with Strings

1. Working with Strings Quiz
2. Working with Strings Swirl

35 Working with Factors

1. Working with Factors quiz
2. Working with Factors quiz

36 Working with Dates

1. Working with Dates quiz
2. Working with Dates Swirl

37 Project Organization

1. Setting Up Data Science Project Folders quiz

38 Cleaning Data Project

39 Plotting Data

40 Good Plots

1. Good Plots quiz

41 Introduction to ggplot2

1. Introduction to ggplot2 quiz
2. Introduction to ggplot2 Swirl

42 Customization in ggplot2

1. Customization in ggplot2 Quiz
2. Customization in ggplot2 Swirl

43 Saving Plots

1. Saving Plots quiz

44 From Exploratory to Explanatory

1. From Exploratory To Explanatory quiz

45 Data Tables

1. Data Tables Quiz

46 Tables in R

1. Tables In R quiz
2. Tables In R Swirl

47 Multiple Plots in R

1. Multiple Plots Quiz

48 Advanced Data Visualization

1. Advanced Data Visualization Quiz

49 Plotting Data Project

50 Getting Statistics

51 Translating Questions to Data Science Questions

1. Translating Questions quiz

52 Identifying Data

1. Identifying Data quiz

53 In Practice Using Stats

1. Stats in Practice quiz

54 Descriptive Analysis

1. Descriptive Analysis quiz
2. Descriptive Analysis Swirl

55 Exploratory Analysis

1. Exploratory Analysis quiz
2. Exploratory Analysis Swirl

56 Inference: Overview

1. Inferential Analysis quiz

57 Inference: Linear Regression

1. Linear Regression Quiz
2. Linear Regression swirl

58 Inference: Examples

1. Inference Examples Quiz
2. Inferential Analysis swirl

59 Inference: Multiple Regression

1. Multiple Regression quiz

60 Prediction and Machine Learning

1. Prediction & Machine Learning quiz

61 Stats Project

62 Sharing Results

63 Reproducibility

1. Reproducibility Quiz

64 Version Control

1. Version Control quiz

65 GitHub

1. GitHub quiz

66 Creating a Repository

1. Creating A Repository Quiz

67 Cloning a Repository

1. Cloning A Repository Swirl
2. Cloning A Repository Quiz

68 Pushing and Pulling Changes

1. Pushing and Pulling Changes quiz

69 Organization with Issues on GitHub

1. Organization with Issues on GitHub quiz

70 Setting Up a Project on GitHub

1. Setting Up A Project on GitHub quiz

71 Pull Requests

1. Pull Requests Quiz

72 Version Control Help

1. Version Control Help Quiz

73 Types of Communication

1. Types of Communication quiz

74 Data Science Reports

1. Data Science Reports Quiz

75 Google Slides

1. Google Slides quiz

76 How to Give a Presentation

1. How To Give a Presentation quiz

77 Projecting from a Chromebook

1. Projecting from a Chromebook quiz

78 How to Present to a General Audience

1. How To Present to a General Audience quiz

79 How to Present to a Technical Audience

1. How To Present to a Technical Audience quiz

80 How to Write a Blog Post

1. How To Write a Blog Post quiz

81 Participating in Meetings

1. Participating in Meetings quiz

82 How to Have a One-on-One Meeting

1. How To Have a One-on-One Meeting quiz

83 GitHub and Final Data Project

84 Building Resumes

85 Resumes

1. Resumes quiz

86 Cover Letters

1. Cover Letters quiz

87 Make Your Own Website

1. Making Your Website More Professional quiz

88 Project Gallery

1. Project Gallery quiz

89 Improving Your GitHub Profile

1. Improving Your GitHub Profile Quiz

90 Improving Your LinkedIn Profile

1. Improving Your LinkedIn Profile quiz

91 Using Twitter for Data Science

1. Using Twitter For Data Science quiz

92 Data Science Job Descriptions

1. Data Science Job Descriptions quiz

93 Where to Look for Data Science Jobs

1. Where To Look for Data Science Jobs quiz

94 Where to Find Remote Data Science Jobs

1. Where To Find Remote Data Science Jobs quiz

95 Data Science Interviews

1. Data Science Interviews Quiz

96 Data Science Meetups

1. Data Science Meetups quiz

97 Create Your Portfolio

98 Post DataTrail Survey

About the Authors