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Indiana Computing Foundations for a Digital Age

The Data Science Life Cycle

Students will learn and apply the process of the data science life cycle. This includes asking statistical questions, collecting or obtaining reliable raw data, analyzing the data, and summarizing the results.

Lessons

6.1 What is Data Science?

  • What is Data Science?
  • What is Data Science?
  • What Does a Data Scientist Do?
  • What Does a Data Scientist Do?
  • Exploring Data I
  • +5 more

6.2 Getting Started with Data

  • Getting Started with Data
  • Getting Started with Data Quiz
  • What Do We Do With Data?
  • Reflection: Continuously Collecting Data
  • Where Can Data Come From?
  • +7 more

6.3 The Data Science Life Cycle

  • The Data Life Cycle
  • The Data Life Cycle Quiz
  • What Stage?
  • What Stage Response
  • Develop a Statistical Question
  • +1 more

6.4 Spreadsheet Basics

  • Introduction to Spreadsheets
  • Basic Operations Exploration
  • Importing Data
  • Importing Data Reflection
  • Basic Operations Quiz

6.5 Data Cleaning

  • Data Cleaning
  • Cleaning Data Quiz
  • Health and Wellness Tracking
  • Cleaning A Dataset Reflection

6.6 Sort and Filter

  • Sorting and Filtering
  • Sorting and Filtering Quiz
  • Influential Women
  • Influential Women Response

6.7 Data Visualizations

  • Data Visualizations
  • Data Visualizations Quiz
  • Making Accessible Charts
  • Making Accessible Charts Response
  • Which Visualization is Best?
  • +1 more

6.8 Pivot Tables

  • Pivot Tables
  • Pivot Tables Quiz
  • Sneaker Boutique Sales
  • Sneaker Boutique Sales Response

6.9 Statistical Measures

  • Statistical Measures
  • Statistics and Data Science Quiz
  • Unemployment Rates
  • Unemployment Rates Response

6.10 The Data Science Life Cycle Quiz

  • The Data Science Life Cycle