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

Python 3.8    |    Intermediate
  • 10 Videos | 1h 26m 35s
  • Includes Assessment
  • Earns a Badge
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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.

WHAT YOU WILL LEARN

  • 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

IN THIS COURSE

  • Playable
    1. 
    Course Overview
    2m 15s
    UP NEXT
  • Playable
    2. 
    Importing and Exporting CSV Files
    8m 36s
  • Locked
    3. 
    Importing and Exporting Data in HTML and JSON Files
    12m 46s
    FREE ACCESS
  • Locked
    4. 
    Reading and Writing Excel Files Using DataFrames
    9m 34s
    FREE ACCESS
  • Locked
    5. 
    Performing Basic DataFrame Operations
    12m 29s
    FREE ACCESS
  • Locked
    6. 
    Computing Unique Values and Renaming Columns
    7m 27s
    FREE ACCESS
  • Locked
    7. 
    Sorting Data Based on Specific Columns
    7m 9s
    FREE ACCESS
  • Locked
    8. 
    Computing Basic Statistics
    6m 53s
    FREE ACCESS
  • Locked
    9. 
    Computing Univariate and Bivariate Statistics
    12m 37s
    FREE ACCESS
  • Locked
    10. 
    Course Summary
    2m 49s
    FREE ACCESS

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