el siguiente paso para aplicaciones exitosas, aplicando cloud, tensorflow y firebase

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El siguiente paso para aplicaciones exitosas...

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+Nicolas Bortolotti@nickbortolotti

Aplicando cloud, firebase y tensorflow

Confidential & ProprietaryConfidential & Proprietary 2

● Cloud○ Cloud Vision API○ Cloud Power Autoscaling [infrastructure]

● Firebase○ Implementación Web [chat, support service]

● TensorFlow○ Clasificación

@nickbortolotti +Nicolas Bortolotti

Google Now on Tap

Google Photos

https://photos.google.com/

Proprietary + ConfidentialProprietary + Confidential

Proprietary + Confidential

Cloud vision API

Confidential & ProprietaryConfidential & Proprietary 8@nickbortolotti +Nicolas Bortolottihttps://cloud.google.com/vision/

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

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

Project Jacquard

http://www.google.com/atap/project-jacquard/

Project Soli


Announcement #16

Google AssistantGoogle HomeAllo / DuoAndroid N Developer Preview 3Android Studio Developer Preview 2.2Android Wear 2.0FirebaseProgressive Web AppsInstant App


Google Assistant

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

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

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”

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

Performance

Introducing

Accelerated Mobile Pages

Web pages, today Accelerated Mobile Pages

What is AMP?

HTML5(AMP HTML)

JavaScript(AMP JS)

CSS3(Custom styling)

Global Proxy Cache

(AMP Cache)


..la performance

Solo Importa?


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

54%


Usuarios se rendirán si no recuerdan un nombre de usuario y contraseña

Source: Blue Research

92%


Los usuarios utilizan la misma contraseña en varios sitios

Source: Instant Checkmate

73%


Google API for seamless sign-up and sign-in on Android

INTRODUCING

https://developers.google.com/identity/smartlock-passwords/android/

Confidential & Proprietary

For the past 15 years, Google has been building out the fastest, most

powerful, highest quality cloud infrastructure on the planet.

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Cloud Platform PowerPower of Cloud Platform - Autoscaling


Web Server

Logica

Storage

Cliente

Web Server

Logica

Storage

Web Server

Logica

Storage

IP Web Server

Logica

Storage

IP

BalanceIP IP

RuleCPU %




FirebaseApp success made simple

Source: Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis non erat sem


Optimization

Hay una complejidad inherente en la construcción de aplicaciones de hoy

Hosting Device testingCommunication



Exploremos #Firebase, una nueva plataforma para el desarrollo de aplicaciones móviles

Single SDK Cross-platform Integrated toolsand services



Analytics

AcquisitionDynamic Links

InvitesAdWords

Re-EngagementNotificationsApp Indexing

In-app AdsAdMob

EarnGrow

Backend ServicesRealtime Database

AuthenticationFile/Image Storage

Remote ConfigHosting

Cloud Messaging

App Quality ServicesCrash Reporting

Test Lab

Develop



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



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



● 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 authenticationBackend Services

Realtime Database

File/Image Storage

Authentication

Remote Config

Hosting

Cloud Messaging

App Quality

Test Lab

Crash Reporting



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



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



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



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



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


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

https://www.youtube.com/playlist?list=PLl-K7zZEsYLmnJ_FpMOZgyg6XcIGBu2OX

https://www.youtube.com/playlist?list=PLl-K7zZEsYLmnJ_FpMOZgyg6XcIGBu2OX

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Support/Chat Service

CodeLab experience: https://codelabs.developers.google.com/codelabs/firebase-web/#0

Step by Step: example sign-in [https://www.youtube.com/watch?v=gMU2sfyoM5c]

Preguntas stackoverflow:firebase [link]


https://codelabs.developers.google.com/codelabs/firebase-web/#0



https://www.youtube.com/watch?v=gMU2sfyoM5c

http://stackoverflow.com/questions/tagged/firebase



TensorFlowThe power in your hands...

Confidential & Proprietary 43

Machine Learning Information

Lista de reproducción

https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal

https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal


Matemática para todos...


Clasificación?


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?


http://playground.tensorflow.org/




100 Mujeres dicen …

Modelo de ClasificaciónTopología: 3 capas ocultas [10,20,10]Función de activación Tanh

Dataset de entrenamientoDataset de pruebasMetodologia: DNNClassifier

Version 0.9:https://www.tensorflow.org/versions/r0.9/tutorials/tflearn/index.html

Preguntas stackoverflow:Tensorflow [link]


https://www.tensorflow.org/versions/r0.9/tutorials/tflearn/index.html



http://stackoverflow.com/questions/tagged/tensorflow

Confidential & Proprietary

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

- Buckminster Fuller


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!

el siguiente paso para aplicaciones exitosas, aplicando cloud, tensorflow y firebase

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