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Introduction to Data Analysis
Introduction
About the course (2:08)
What is Data Analysis?
History data analysis (1:27)
Types of analyses (3:01)
Methods of analysis (3:53)
Which tools to use?
Types of tools available (2:39)
Which tool should I use (4:33)
How do I analyze data?
Data Organization (4:16)
Data cleanup (3:05)
Data preprocessing (2:51)
Descriptive Stats (2:29)
Exploratory Data Analysis (1:29)
Simple linear regression (4:54)
Multiple linear regression (1:12)
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