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Google Cloud AI Services Quick Start Guide : Build intelligent applications with Google Cloud AI services.
Google Cloud AI enables you to consume Artificial Intelligence within your applications, from a REST API. Text, video and speech analysis are among the powerful machine learning features that can be used. This book is the easiest way to get started with the Google Cloud AI services suite and open up...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Birmingham :
Packt Publishing,
2018.
|
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Cover; Copyright and Credits; Dedication; Packt Upsell; Contributors; Table of Contents; Preface; Chapter 1: Introducing Google Cloud AI Services; Google Cloud Platform; Compute; Big data; Identity and security; Internet of Things (IoT); Storage and databases; Data transfer; API platform and ecosystem; Management tools; Networking; Cloud AI; Developer tools; Cognition on cloud; Clients; Data types; Cognitive services; Why Cognition on Cloud?; How do machines achieve intelligence?; Cognitive accuracy and machine learning; Google Cloud AI; Cloud AutoML Alpha; Cloud TPU Beta.
- Cloud Machine Learning EngineCloud Job Discovery Private Beta; Dialogflow Enterprise Edition Beta; Cloud Natural Language; Cloud Speech API; Cloud Translation API; Cloud Vision API; Cloud Video Intelligence; Summary; Chapter 2: Setting Up a Smart Forum App; Technical requirements; SmartExchange architecture; SmartExchange demo; Architecture overview; Database design; APIs ; Setting up the project; Installing Git; Installing Node.js; Installing MongoDB (optional); Angular CLI; Yarn (optional); Heroku Toolbelt (optional); Text editors (optional); Setting up mLab; Test connection.
- Robo 3T connection (optional)Setting up an authentication ; Creating the project; Setting up API key; Setting up service account key; Setting up code; Downloading base code ; App folder structure; Server code walk-through; Express and Mongoose; Routes; Security; Mongoose models; Controllers; Client code walk-through; Routing; Authentication; Services; Components; Running the app; Deploying to Heroku; Summary; Chapter 3: Cloud Vision API; Cloud Vision API; Pricing; Enabling the API; Setting up a REST client; Setting up cURL; Setting up Postman; Exploring the Vision API; Face detection.
- Request structureConstructing the request; Analyzing the response; Label detection; Request structure; Constructing the request; Analyzing the response; Safe search detection; Request structure; Constructing the request; Analyzing the response; API reference; Integrating Cloud Vision API with SmartExchange; Solution design; Setting up Cloudinary; Pricing; API reference; Signing up with Cloudinary; Managing the API key; Setting up the server code; Installing dependencies; Defining routes; Updating the message model; Defining the controller; Setting up the client code.
- Setting up the ng-bootstrapModifying the view thread component; Setting up the upload image modal component; Completing the view thread component; Creating the Vision API service; Managing the helpers; Testing the app; Deploying to Heroku; Summary; Chapter 4: Video Intelligence API; Video Intelligence API; Pricing; Enabling API; Exploring Video Intelligence API; Label detection; Label detection
- request structure; Label detection
- constructing the request; Label detection
- analyze response; Operation status
- request structure; Operation status
- constructing the request.
- Operation status
- analyze response.