EURO BEINAT | Big Data e Intelligenza Artificiale | Ecosistemi Digitali | 2 dicembre 2016

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Big Data – Intelligenza Artificiale

Transcript of EURO BEINAT | Big Data e Intelligenza Artificiale | Ecosistemi Digitali | 2 dicembre 2016

Big Data – Intelligenza Artificiale

TRANSAZIONI DIGITALI

INTERNET OF THINGS

SOCIAL MEDIA

OPEN DATA

EARTH OBSERVATION

2005 201520122010 2020

1,200 exabytes

52 exabytes460 exabytes

8,500 exabytes

40,000 exabytes

15,000 exabytes

130 exabytes

Source: IDC

Carte di creditoPOS

TelecomSiti di review

ClicksVendite onlineSocial media

BlogsTrasporti

Immagini satellitari…..

Dati Interni

AUGMENTATIONTRANSPARENCY FORESIGHT AUTONOMY

7

PIEM

ONTE

8

66%Lombardia

Liguria

30%Milano

GenovaRoma

9

FOREIGNERS ITALIANS

DUOMO

BRERA

TICINESE

DUOMO

BRERA

TICINESE

ITALIANS FOREIGNERS

14

Source: CB Insights

https://skift.com/2016/04/08/expedia-chair-barry-diller-artificial-intelligence-will-be-travels-next-big-thing/

OSSERVAZIONI

Source: Bloomberg

A/B testingsul mondo fisico

DATA ALGORITHMS SKILLS

Strategy

Design Thinking

DataScience

A.I.

#big-data_e_small_data#intermediari_mole_informazioni#analisi_comportamenti_turistici#intelligenza_artificiale#algoritmi#datascience

96%

74%

Human

2010 20132012 20142011 2015

Human coded Image recognition

Deep Learning Neural networks

Source: ImageNet