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Principles of Data Cleaning

In this course you will learn how to clean data through 5 follow along examples including the Titanic Data set.
Instructor:
Nolita Analytics
5 students enrolled
English [Auto-generated]
Students will IMMEDIATELY be able to apply the data cleaning techniques learnt in the course to their work

In this course you will learn the fundamental principles of Data Cleaning. This course comprises of 5 separate examples, and in each example, we clean a different data set. You will learn how to handle missing values, skewed variables and how to clean data to suit a specific analytical requirement.

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Course Documents

Introduction

1
What is data cleaning?
2
Determinants of data cleaning
3
Data Integrity
4
The Solution
5
The Variable

Example 1

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Example 1
2
Example 1 Demo
3
Quiz 1

Example 2

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Example 2
2
Example 2 Demo
3
Quiz 2

Example 3

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Example 3
2
Example 3 Demo
3
Quiz 3

Example 4

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Example 4
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Example 4 Breakdown
3
Example 4 Demo
4
Quiz 4

Example 5: The Titanic Data Set

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Example 5
2
Example 5: Lecture 2
3
Example 5: Lecture 3
4
Example 5: Demo
5
Quiz 5

Conclusion

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Conclusion
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Includes

1 hours on-demand video
Full lifetime access
Access on mobile and TV
Certificate of Completion