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Data Science-Fall 2021

Fall 2021 - Laurel Miller

Data Science

MIS 0855.750 ■ Fall 2021 ■ Laurel Miller
  • Announcements
  • Schedule
  • About
    • Course Objectives & Policies
    • Evaluation & Grading
    • Getting Tableau Desktop
    • Readings
    • Slide Decks
    • Instructor
    • Gradebook

Schedule

DAY TOPIC IN-CLASS EXERCISE DUE
8/24 1.1 Introduction 1.1 Data is Everywhere!
8/26 1.2 Science and Data Science 1.2 Developing Hypotheses 1.2 Readings
8/31 2.1 A Brief Introduction to Data 2.1 Building a Data Dictionary Quiz 1

2.1 & 2.2 Readings

9/2 2.2 Identifying Sources of Data 2.2 Finding Sources of Data
9/7* 3.1 Learning to (Mis)trust Data Quiz 2

3.1 Readings

9/9 4.1 Viewing Data 4.1 Finding Good and Bad Visualizations 4.1 Readings
9/14 4.2 Introduction to Tableau 4.2 Getting Familiar with Tableau Quiz 3 (based on 5.1 readings)
9/16 5.1 Communicating Using Data 5.1 Telling Stories Through Visualizations 5.1 & 5.2 Readings (5.2 readings are for quiz 4 next week)
9/21 5.2 Storytelling with Infographics 5.2 Creating Infographics Quiz 4 (based on 5.2 readings)

 

9/23 Guest Speaker Assignment 1: Tableau
9/28 6.1 Exam Review
9/30 6.2 EXAM 1
10/5 7.1 Dirty Data 7.1 How Data Gets Dirty Quiz 5

7.1 & 7.2 Readings

10/7 7.2 Data Cleansing 7.2 Finding Bad Data in Excel
10/12 8.1 Choosing Relevant Data 8.1 Identifying KPIs Quiz 6

8.1 & 8.2 Readings

10/14 8.2 Evaluating Key Performance Indicators (KPIs) 8.2 Visualizing KPIs
10/19 9.1 Connecting Diverse Data 9.1 Connecting Diverse Data Quiz 7 & Assignment 2: Excel

9.1 & 9.2 Readings

10/21 9.2 Creating Interactive Dashboards 9.2 Creating Interactive Dashboards
10/26 10.1 Exam Review
10/28 10.2 EXAM 2
11/2 11.1 Storing and Retrieving Data 11.1 Creating a Database Quiz 8

11.1 & 11.2 Readings

11/4 11.2 Using Tableau to Aggregate Data 11.2 Working with ‘Pivot Tables’ in Tableau
11/9 12.1 Beyond Numbers 12.1 Manually Determining the Sentiment of Text Data Quiz 9

12.1 & 12.2 Readings

11/11 12.2 Twitter Sentiment Analysis using Excel and Google Drive 12.2 Sentiment Analysis using Excel
11/16 13.1 Predicting the Future 13.1 Predicting Future Enrollment Quiz 10

13.1 & 13.2 Readings

11/18 13.2 Predictive Analytics Using Tableau 13.2 Simple Predictive Analytics
11/30 Exam Review Group Final Assignment
12/2** Exam 3 Any missing assignments

*9/7-Last day to drop a class

**12/6-Last day to withdraw

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Recent Announcements

  • zoom link for Dec 2
  • Study Guide for Exam 3
  • In-Class Exercise 13.2: Simple Predictive Analytics
  • In-Class Exercise 13.1: Predicting Future Enrollment
  • In-Class Exercise 12.2: Sentiment Analysis Using Excel

ITA Information

  • The ITA for this course will be Viveka Madhan
  • To set up an appointment, email Viveka at viveka.madhan@temple.edu

Great Data Sites

  • FiveThirtyEight
  • Guardian Data Blog
  • Flowing Data
  • Financial Times Data Blog
  • Socrata Open Data
  • Pew Research Data

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