The document discusses applying cloud computing, Firebase, and TensorFlow to build successful applications. It mentions using Cloud Vision API, Cloud Auto Scaling, and Firebase for chat/support services. TensorFlow is discussed for image classification. Firebase provides backend services like real-time database, authentication, hosting, and remote config. It also discusses using Google Cloud Platform for scalable infrastructure and TensorFlow for machine learning tasks like image classification.

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El siguiente paso para
aplicaciones exitosas...
1
+Nicolas Bortolotti
@nickbortolotti
Aplicando cloud, firebase y tensorflow

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● Cloud
○ Cloud Vision API
○ Cloud Power Autoscaling [infrastructure]
● Firebase
○ Implementación Web [chat, support service]
● TensorFlow
○ Clasificación
@nickbortolotti +Nicolas Bortolotti

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4. Google Now on Tap

5. Google Now on Tap

6. Google Photos

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Cloud vision API

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https://cloud.google.com/vision/

9. Project Jacquard

10. Project Jacquard

11. Project Soli

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Announcement #16
Google Assistant
Google Home
Allo / Duo
Android N Developer Preview 3
Android Studio Developer Preview 2.2
Android Wear 2.0
Firebase
Progressive Web Apps
Instant App

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Google Assistant
Conversational—an ongoing two-way dialogue between you
and Google that understands your world and helps you get
things done.

14. Con el cambio de móvil, nuestra forma
de consumir contenido ha cambiado

15. UI Today
“
Por primera vez este
verano, se completaron
más búsquedas en Google
sobre dispositivos móviles
que en ordenadores de
escritorio
Amit Singhal, August 2015
”

16. of people abandon a website that
takes more than 3 seconds to load40%
Performance

17. Introducing
Accelerated Mobile Pages
Web pages, today Accelerated Mobile Pages

18. What is AMP?
HTML5
(AMP HTML)
JavaScript
(AMP JS)
CSS3
(Custom styling)
Global Proxy
Cache
(AMP Cache)

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..la performance
Solo
Importa?

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Usuarios dejarán el sitio antes de
realizar otro signup
Source: Blue Research
54%

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Usuarios se rendirán si no recuerdan
un nombre de usuario y contraseña
Source: Blue Research
92%

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Los usuarios utilizan la misma
contraseña en varios sitios
Source: Instant Checkmate
73%

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Google API for seamless
sign-up and sign-in on
Android
INTRODUCING
https://developers.google.com/identity/smartlock-passwords/android/

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For the past 15 years, Google has
been building out the fastest, most
powerful, highest quality cloud
infrastructure on the planet.
24

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Cloud Platform Power
Power of Cloud Platform - Autoscaling

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Web
Server
Logica
Storage
Cliente
Web
Server
Logica
Storage
Web
Server
Logica
Storage
IP Web
Server
Logica
Storage
IP
Balance
IP IP
Rule
CPU %
@nickbortolotti +Nicolas Bortolotti

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Firebase
App success made simple

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Optimization
Hay una complejidad inherente en la construcción de
aplicaciones de hoy
Hosting Device testingCommunication

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Proprietary + Confidential
Exploremos #Firebase, una nueva plataforma para el
desarrollo de aplicaciones móviles
Single SDK Cross-platform Integrated tools
and services

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Proprietary + Confidential
Analytics
Acquisition
Dynamic Links
Invites
AdWords
Re-Engagement
Notifications
App Indexing
In-app Ads
AdMob
EarnGrow
Backend Services
Realtime Database
Authentication
File/Image Storage
Remote Config
Hosting
Cloud Messaging
App Quality Services
Crash Reporting
Test Lab
Develop

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Store and sync data in milliseconds
● NoSQL, JSON database
● Synchronize data across devices in milliseconds
● Offline app support
Backend Services
Realtime Database
File/Image Storage
Authentication
Remote Config
Hosting
Cloud Messaging
App Quality
Test Lab
Crash Reporting

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Easily store and serve files and images
● Robust, resumable uploads and downloads
● Security and validation integrated with Authentication
● Global scale provided by Google Cloud Storage
Backend Services
Realtime Database
File/Image Storage
Authentication
Remote Config
Hosting
Cloud Messaging
App Quality
Test Lab
Crash Reporting

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● Authenticate users securely with low friction
● Out of the box solution, handles advanced user flows
● Support for Email/Password, OAuth, anon accounts
● Android, iOS, Web and server SDKs
Secure and easy authentication
Backend Services
Realtime Database
File/Image Storage
Authentication
Remote Config
Hosting
Cloud Messaging
App Quality
Test Lab
Crash Reporting

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Proprietary + Confidential
Customize your app on the fly
● Run A/B experiments or change app behavior
● Control custom key-value pairs from the Console
● Changes propagate instantly
Backend Services
Realtime Database
File/Image Storage
Authentication
Remote Config
Hosting
Cloud Messaging
App Quality
Test Lab
Crash Reporting

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Proprietary + Confidential
Deliver web content faster
● Deploy your static website in seconds
● Protected with an SSL Certificate by default
● Backed by a global CDN
Backend Services
Realtime Database
File/Image Storage
Authentication
Remote Config
Hosting
Cloud Messaging
App Quality
Test Lab
Crash Reporting

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Deliver web content faster
● Providing reliable message delivery to over 1.5b devices and 150b
upstream/downstream messages per day
● Free, unlimited messages for iOS, Android, and Web
● Target individual devices, device groups and topic subscribers efficiently
Backend Services
Realtime Database
File/Image Storage
Authentication
Remote Config
Hosting
Cloud Messaging
App Quality
Test Lab
Crash Reporting

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Test in the lab, not on your users
● Run your app on hundreds of physical and virtual devices before
you launch
● Automated tests and actionable reports
Backend Services
Realtime Database
File/Image Storage
Authentication
Remote Config
Hosting
Cloud Messaging
App Quality
Test Lab
Crash Reporting

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Keep your app stable
● Capture, cluster and prioritize app crashes
● Integration with other Firebase products to identify highest
impact crashes with debugging data
Backend Services
Realtime Database
File/Image Storage
Authentication
Remote Config
Hosting
Cloud Messaging
App Quality
Test Lab
Crash Reporting

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Track the success of your app marketing
campaigns across other networks
Firebase integrates with 20+ ad
networks: use just one SDK to
track performance for all of them
Close the loop with partner
networks to improve optimization:
send conversion data back to
those networks via postbacks

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Firebase - Google Developers
Lista

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Support/Chat Service
CodeLab experience:
https://codelabs.developers.google.com/codelabs/fi
rebase-web/#0
Step by Step: example sign-in
[https://www.youtube.com/watch?v=gMU2sfyoM5c]
Preguntas stackoverflow:
firebase [link]
@nickbortolotti +Nicolas Bortolotti

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TensorFlow
The power in your hands...

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Machine Learning Information
Lista de reproducción

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Matemática para todos...

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Clasificación?

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Perfil del desarrollador...
El rustico El elegante o académico
interface Rendimientos {
Money GetInteres(Cuenta c);
}
class CuentaCorriente : Rendimientos {
public Money GetInteres(Cuenta c) {
return [calcular el interés de cuentas corrientes];
}
class CuentaCheques : Rendimientos {
public Money GetInteres(Cuenta c) {
return [calcular el interés de cuentas de cheques];
}
if categoria == 'clase':
if categoria == 'juego':
if categoria == 'auto':
if categoria == 'monitor':
if categoria == 'silla':
if categoria == 'canal':
if categoria == 'mesa':
categoria == 'si'
El desarrollador científico?

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http://playground.tensorflow.org/

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100 Mujeres dicen …
Modelo de Clasificación
Topología: 3 capas ocultas [10,20,10]
Función de activación Tanh
Dataset de entrenamiento
Dataset de pruebas
Metodologia: DNNClassifier
Version 0.9:
https://www.tensorflow.org/versions/r0.9/tutorials/t
flearn/index.html
Preguntas stackoverflow:
Tensorflow [link]
@nickbortolotti +Nicolas Bortolotti

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You never change things by
fighting the existing reality.
To change something, build
a new model that makes the
existing model obsolete.
- Buckminster Fuller

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Especially in technology, we need
revolutionary change, not
incremental change. by Larry
Basically, our goal is to organize the world's
information and to make it universally
accessible and useful. by Larry
Thanks!