August 2018
Beginner to intermediate
415 pages
9h 26m
English
book
Applied Analytics through Case Studies Using SAS and R: Implementing Predictive Models and Machine Learning Techniques
by Deepti Gupta
Content preview from Applied Analytics through Case Studies Using SAS and R: Implementing Predictive Models and Machine Learning TechniquesBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Index
A
Affordable Care Act (ACA)
Airline industry
air carriers
Airport Carbon Accreditation
Air Travel Consumer Report November 2017
big data
carbon neutrality, certification to
cybercriminals attack
data
defined
flight delays
category
FIM
multiple linear regression (
see
Multiple linear regression models)
overall causes of
IATA
offers
passenger experience
predictive analytics
safety and security
Skytrax
sustainability
working with NASA
Area Under Curve (AUC)
Artificial neural networks (ANNS)
Assortment planning process
Augmented Dicky Fuller Tests
Autocorrelation Factor (ACF)
AutoRegressive (AR) model
Autoregressive integrated moving average (ARIMA) model
ARMA model
AR model
diagnostic checking stage
forecasting stage
identification stage
integrated model
MA model
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.