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Arkansas Introduction to Computer Science

The Data Science Life Cycle (Python Programming)

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 using measures of central tendency and spread and interpreting and summarizing the results.

Lessons

18.1 What is Data Science?

  • What is Data Science?
  • What is Data Science?
  • What Does a Data Scientist Do?
  • What Does a Data Scientist Do?
  • Statistical Questions
  • +6 more

18.2 Gathering Data

  • Gathering Data
  • Gathering Data
  • Quantitative/Qualitative
  • Live Code - Gathering Data
  • Data Sort
  • +6 more

18.3 Exploring Data Using Python

  • Exploring Data Using Python
  • Exploring Data Using Python
  • Live Code - Lists
  • Using Lists
  • Practice with Lists
  • +4 more

18.4 Modules, Packages & Libraries

  • Modules, Packages and Libraries
  • Modules, Packages, and Libraries
  • Live Code - Libraries
  • Random
  • Math and Statistics
  • +4 more

18.5 Series and Central Tendency

  • Series and Central Tendency
  • Series and Central Tendency
  • Changing Indices
  • Series and Indices
  • Hot Dog Series
  • +3 more

18.6 Measures of Spread

  • Measures of Spread
  • Measures of Spread
  • CodeHS Graphics
  • Measures of Spread
  • Hot Dog Spread
  • +3 more

18.7 Pandas DataFrames

  • Pandas DataFrames
  • Pandas DataFrames
  • Live Code - DataFrames
  • Create a DataFrame
  • Student Test Data
  • +3 more

18.8 Selecting Columns

  • Selecting Columns
  • Selecting Columns
  • Live Code - Selecting Columns
  • Selecting Columns
  • Modifying the Index
  • +2 more

18.9 Using Functions

  • Using Functions
  • Using Functions
  • Live Code - Functions
  • Mini-Project: BTS Analysis
  • Roller Coaster Ranking
  • +2 more

18.10 Mini-Project: Findings

  • Presenting Findings
  • Mini-Project: BTS Presentation
  • Mini-Project: Presentation
  • Mini-Project: Reflection

18.11 The Data Science Life Cycle Quiz

  • The Data Science Life Cycle Quiz

Courses that include this module