Cleaning and Working with Dataframes in Python

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50:45

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1. Course Overview

1. Course Overview.mp4

01:31

2. Dataframes and Exploratory Data Analysis

1. Introduction.mp4

00:46

2. Introduction to Dataframes.mp4

01:36

3. Demo Reading Dataframes From Popular File Formats.mp4

01:58

4. What Is Exploratory Data Analysis.mp4

03:53

5. Demo Analyzing Dataframes Using Exploratory Data Analysis.mp4

04:48

6. Demo Exporting Dataframes into Popular File Formats.mp4

02:23

7. Summary.mp4

01:05

3. Modifying Dataframe Columns and Composition

1. Introduction.mp4

00:54

2. Demo Renaming Dataframe Columns.mp4

03:12

3. Demo Dropping Dataframe Columns.mp4

02:40

4. Demo Working with Dataframe Axes.mp4

03:18

5. Demo Reshaping and Pivoting Dataframes.mp4

03:22

6. Demo Merging and Joining Dataframes.mp4

02:27

7. Summary.mp4

01:08

4. Cleaning and Manipulating Dataframes

1. Introduction.mp4

00:43

2. Demo Altering Data Types.mp4

03:34

3. Demo Working with Missing Data.mp4

03:05

4. Demo Removing Duplicate Values in Dataframes.mp4

01:52

5. Demo Replacing Values in Dataframes.mp4

01:49

6. Demo Data Aggregation.mp4

02:19

7. Summary.mp4

01:08

5.Summary

1. Course Summary.mp4

01:14

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.