Analyzing Data Using Python: Importing, Exporting, & Analyzing Data With Pandas


Overview/Description
Expected Duration
Lesson Objectives
Course Number
Expertise Level



Overview/Description

You can analyze a myriad of data formats through pandas - all you need to know is how. In this course, you'll bring various data types into pandas and perform several operations on the data.

You'll practice using common file types such as CSV, Excel, JSON, and HTML through pandas. You'll not only learn how to open and read files of different types, but you'll also serialize objects and copy them to the in-memory clipboard.

You'll move on to perform various fundamental operations on DataFrame objects. Lastly, you'll learn to compute basic statistics, access metadata, and modify and sort data in rows.



Expected Duration (hours)
1.4

Lesson Objectives

Analyzing Data Using Python: Importing, Exporting, & Analyzing Data With Pandas

  • discover the key concepts covered in this course
  • import and export data in CSV files
  • import and export data using HTML and JSON files
  • serialize data to Excel and Pickle files
  • perform basic data manipulation operations on DataFrames
  • explore and edit data in DataFrames
  • sort records based on column values
  • compute basic statistics on data stored in DataFrames
  • compute statistical summaries on data stored in DataFrames
  • summarize the key concepts covered in this course
  • Course Number:
    it_daavlpdj_02_enus

    Expertise Level
    Intermediate