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Getting Started with Haskell Data Analysis
Descriptive Statistics
The Course Overview
CSV Files
Data Range
Data Mean and Standard Deviation
Data Median
Data Mode
SQLite3
SQLite3 Command Line
Data Range
Slices of Data
SQLite3 and Descriptive Statistics
Regular Expressions
Regular Expressions – Dot and Pipe
SQLite3 and Descriptive Statistics
Character Classes
Regular Expressions in CSV files
SQLite3 and Regular Expressions
Visualizations
Line Plots of a Single Variable
We need to visualize data.
Publication – Ready Plots
Feature Scaling
Scatter Plots
Kernel Density Estimation
What Is Normal Distribution?
Kernel Density Estimation
Application of the KDE
Course Review
CSV Variations to SQLite3
SQLite3 SELECT and Descriptive Stats
Visualizations
KDE
SQLite3 SELECT and Descriptive Stats
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