TIMEFLIESIñigo Alonso

Javier Beltrán Marcos Canales

Jorge Cáncer Jorge Martínez

How many times have you suffered flight delays?

Weather affects flights

Idea!Some magicMachine learning is the key. You give me data, I give you knowledge. Knowledge is power.

Our process is easy

WEB EXTRACTPREDICT

Getting the DATA

Flights data Flightview

tracker

Weather dataAviation weather

center and forecast.io

Machine learning and data mining.

Data

AnalysisFeature

selection

Choose the most fittable algorithm and train it

See the future

Our Machine learning

Weather Features

Probabilistic Model

Multiclass Naive Bayes

WEB DESIGN

FULL RESPONSIVE

Server based in Spring

Connecting everything:Data APIs Python

Future ● More data to learn● Not only weather

features● Other machine learning

techniques like PCA● More interface feedback

and usability● Suitable for enterprisesA prediction will become real

THANKS