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Treehouse

Preparing Data for Analysis Course (How To)

via Treehouse

Overview

Learn how to clean and prep data for analysis using spreadsheet tools and Python's Pandas.

What you'll learn

  • Cleaning data with spreadsheet tools
  • Cleaning data with pandas
  • Types of bad data

Syllabus

Understanding Cleaning Data

Learn what cleaning data is and the different types of bad data to look out for.

Chevron 4 steps
  • What Is Cleaning Data?

    2:13

  • Context

    1:59

  • Bad Data Types

    5:54

  • Bad Data

    5 questions

Data Cleaning

Find bad data in a dataset and use spreadsheet and Pandas knowledge to fix the errors.

Chevron 7 steps
  • Cleaning A Spreadsheet

    11:23

  • Cleaning A Spreadsheet Part 2

    8:15

  • Cleaning A CSV

    11:21

  • Cleaning A CSV Part 2

    11:32

  • Cleaning A CSV Part 3

    10:50

  • Cleaning A CSV Part 4

    10:21

  • Cleaning Data

    5 questions

Taught by

Megan Amendola

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