Home Page Icon
Home Page
Table of Contents for
Getting Started with Haskell Data Analysis
Close
Getting Started with Haskell Data Analysis
by James Church
Getting Started with Haskell Data Analysis
Title Page
Copyright and Credits
Getting Started with Haskell Data Analysis
Packt Upsell
Why subscribe?
Packt.com
Contributors
About the author
Packt is searching for authors like you
Preface
Who this book is for
What this book covers
To get the most out of this book
Download the example code files
Download the color images
Conventions used
Get in touch
Reviews
Descriptive Statistics
The CSV library – working with CSV files
Data range
Data mean and standard deviation
Data median
Data mode
Summary
SQLite3
SQLite3 command line
Working with SQLite3 and Haskell
Slices of data
Working with SQLite3 and descriptive statistics
Summary
Regular Expressions
Dots and pipes
Atom and Atom modifiers
Character classes
Regular expressions in CSV files
SQLite3 and regular expressions
Summary
Visualizations
Line plots of a single variable
Plotting a moving average
Creating publication-ready plots
Feature scaling
Scatter plots
Summary
Kernel Density Estimation
The central limit theorem
Normal distribution
Introducing kernel density estimation
Application of the KDE
Summary
Course Review
Converting CSV variation files into SQLite3
Using SQLite3 SELECT and the DescriptiveStats module for descriptive statistics
Creating compelling visualizations using EasyPlot
Reintroducing kernel density estimation
Summary
Other Books You May Enjoy
Leave a review - let other readers know what you think
Search in book...
Toggle Font Controls
Playlists
Add To
Create new playlist
Name your new playlist
Playlist description (optional)
Cancel
Create playlist
Sign In
Email address
Password
Forgot Password?
Create account
Login
or
Continue with Facebook
Continue with Google
Sign Up
Full Name
Email address
Confirm Email Address
Password
Login
Create account
or
Continue with Facebook
Continue with Google
Next
Next Chapter
Title Page
Add Highlight
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click
here
login for view all page.
Day Mode
Cloud Mode
Night Mode
Reset