Intervento Piergiorgio De Campo, Direttore Generale Noovle 13 settembre 2017 Open days "Data &analytics framework"

1. Data & Analytics Framework.
Il sistema di gestione dei dati della PA: esperienze a confronto
Piergiorgio De Campo, Direttore Generale Noovle

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BigData & Analytics

9. Building what’s next 9
Data is exploding.
And smart companies are taking advantage.

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1 minut1 Minute at Google Scale
3M Searches
1000 New
Devices
100 Hours

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Source: IDC
increase in data
(4ZB to 45ZB)
connected
devices
of data “touched”
by the cloud
40%35B10x

12. Retail Social Insurance Food
delivery
Transport
& Logistics

13. Building what’s next 13
Time to Understanding
Typical Big Data
Processing
Programming
Resource
provisioning
Performance
tuning
Monitoring
Reliability
Deployment &
configuration
Handling
growing scale
Utilization
improvements

14. Building what’s next 14
Time to Understanding
Big Data with Google:
Focus on insight,
not infrastructure.
Programming

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Analizza i dati. Velocemente. Zero-admin.
BigQuery
Ingestion fino a 100,000
record al secondo
Dataflow
Processing stream & batch
unificati e semplificati
Pub/Sub
Enterprise messaging
scalabile e flessibile
Servizi Fully Managed e No-Ops

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Analytics - Utenti e strumenti
Evidenziare Risultati
Metriche & Trend
Manager e Analisti
Analisi ad-hoc, cause-effetto ed
impatti
Operativi
Stampe e Reporting
istituzionale
Ad ogni livello decisionale viene fornito il corretto patrimonio informativo e strumento a
supporto.

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Machine Learning

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“Machine learning is a core,
transformative way by which we’re re-
thinking how we’re doing everything”
Sundar Pichai
CEO, Google

19. Intelligenza Artificiale: Google
La nuova frontiera
dell'intelligenza artificiale
è il Machine Learning
(apprendimento automatico) che
fornisce ai computer l'abilità di
apprendere senza essere stati
esplicitamente programmati".

20. Android
Keyboard & speech input
Machine Intelligence at Google
Search
Search ranking
Speech recognition
Gmail
Smart reply
Spam classification
Photos
Photos search
Translate
Text, graphic and speech
translation
Drive
Intelligence in Apps
YouTube
Video recommendations
Better thumbnails
Cardboard
Smart stitching
Play
App recommendations
Game developer experience
Chrome
Search by image
Maps
Street view image
Parsing local search
Adds
Richer text ads
Automated bidding

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Pre-trained Machine Learning models
Cloud
Natural Language
Cloud
Speech
Cloud
Translate
Cloud
Vision
Stay tuned...
Fully trained ML models from Google Cloud that allow a general developer to take advantage
of rich machine learning capabilities with simple REST based services.

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24. Grazie