Applied Multivariate Analysis with Python & R
Applied Multivariate Analysis with Python & R
About the Bundle
In today's world, Data is everywhere and it is getting easier to produce it , collect it and perform multiple analysis.
This bundle is designed as a step by step guide on how to perform multivariate analysis with Python and R. It focuses on PCA (Principal Components Analysis) and LDA (Linear Discriminant Analysis).
The bundle's main idea is to focus on the step by step implementation. It is not necessary to have an advanced knowledge of Python or R but it is recommended to be familiar with the basics of programming, basics of Python and R, Statistics, Math and some Multivariate Methods.
The two books included in this fantastic bundle are:
Check out other books from the author:
Data Science Workflow for Beginners
Front End Developer Interview Questions
About the Books
Applied Multivariate Analysis with Python
Step by Step Guide to Perform Multivariate Analysis with Python
In today's world, Data is everywhere and it is getting easier to produce it , collect it and perform multiple analysis.
This book is designed as a step by step guide on how to perform multivariate analysis with Python. It focuses on PCA (Principal Components Analysis) and LDA (Linear Discriminant Analysis).
The book's main idea is to focus on the step by step implementation. It is not necessary to have an advanced knowledge of Python but it is recommended to be familiar with the basics of programming, basics of Python, Statistics, Math and some Multivariate Methods.
The chapters in the book cover the following:
- Setting up the python environment.
- Reading and Plotting Multivariate Data.
- Calculating Summary Statistics for Multivariate Data
- Principal Component Analysis.
- Linear Discriminant Analysis.
Check out other books from the author:
Applied Multivariate Analysis with R
Data Science Workflow for Beginners
Front End Developer Interview Questions
Applied Multivariate Analysis with R
Step by Step Guide to Perform Multivariate Analysis with R
In today's world, Data is everywhere and it is getting easier to produce it , collect it and perform multiple analysis.
This book is designed as a step by step guide on how to perform multivariate analysis with R. It focuses on PCA (Principal Components Analysis) and LDA (Linear Discriminant Analysis).
The book's main idea is to focus on the step by step implementation. It is not necessary to have an advanced knowledge of R but it is recommended to be familiar with the basics of programming, basics of R, Statistics, Math and some Multivariate Methods.
The chapters in the book cover the following:
- Setting Up the R environment.
- A brief introduction to R.
- Using R for Multivariate Analysis.
- Plotting Multivariate Data.
- Calculating Summary Statistics for Multivariate Data.
- Calculating Correlations for Multivariate Data.
- Standardising Variables.
- Principal Component Analysis.
- Linear Discriminant Analysis.
Check out other books from the author:
Applied Multivariate Analysis with Python
Data Science Workflow for Beginners
Front End Developer Interview Questions
The Leanpub 60 Day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
Now, this is technically risky for us, since you'll have the book or course files either way. But we're so confident in our products and services, and in our authors and readers, that we're happy to offer a full money back guarantee for everything we sell.
You can only find out how good something is by trying it, and because of our 100% money back guarantee there's literally no risk to do so!
So, there's no reason not to click the Add to Cart button, is there?
See full terms...
Earn $8 on a $10 Purchase, and $16 on a $20 Purchase
We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.
(Yes, some authors have already earned much more than that on Leanpub.)
In fact, authors have earnedover $14 millionwriting, publishing and selling on Leanpub.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
