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Data Wrangling with Pandas: Working with Series & DataFrames

Data Wrangling with Pandas: Working with Series & DataFrames


Overview/Description
Expected Duration
Lesson Objectives
Course Number
Expertise Level



Overview/Description

Discover how to perform data transformations, data cleaning, and statistical aggregations using Pandas DataFrames.



Expected Duration (hours)
1.2

Lesson Objectives

Data Wrangling with Pandas: Working with Series & DataFrames

  • install and work with Pandas
  • create and configure Pandas Series objects
  • perform data wrangling operations on Series objects
  • use appending and sorting operations on Series objects
  • create and configure Pandas DataFrame objects
  • perform indexing operations on DataFrames
  • identify and troubleshoot missing data
  • work with aggregations on columns
  • perform statistical operations on DataFrames
  • recall basic concepts and instantiate Series and DataFrame objects
  • Course Number:
    it_dsdwppdj_01_enus

    Expertise Level
    Beginner