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Exploratory Data Analysis in Python
Introduction
Introduction to the course (2:19)
What is EDA? (4:17)
The dataset
Required Python packages
Jupyter notebooks (9:08)
Univariate analysis
A first sight to our dataset (10:58)
Summarization (7:08)
Histograms (5:41)
Boxplot (8:25)
Multivariate analysis
Pairplots (14:05)
Correlation matrix and histograms (10:28)
Stacked histograms (13:48)
Some useful libraries
Sweetviz (12:59)
Pandas profiling (9:47)
General guidelines
Practical suggestions
End of course
End of course
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