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Post on 15-Apr-2017
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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
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