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Google Developer Essentials

Introductory 5 passaggi 5 ore 26 crediti

This introductory-level quest shows application developers how the Google Cloud ecosystem could help them build secure, scalable, and intelligent cloud native applications. You learn how to develop and scale applications without setting up infrastructure, run data analytics, gain insights from data, and develop with pre-trained ML APIs to leverage machine learning even if you are not a Machine Learning expert. You will also experience seamless integration between various Google services and APIs to create intelligent apps.

Application Development

Prerequisiti:

Recommended that students without prior Google Cloud Platform experience take the Google Cloud Essentials Quest as a prerequisite.

Quest Outline

Lab

Weather Data in BigQuery

In this lab you analyze historical weather observations using BigQuery and use weather data in conjunction with other datasets. This lab is part of a series of labs on processing scientific data.

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Lab

Classify Images of Clouds in the Cloud with AutoML Vision

AutoML Vision consente agli sviluppatori con un'esperienza limitata nell'ambito del machine learning di addestrare modelli di qualità elevata per il riconoscimento delle immagini. In questo lab pratico imparerai ad addestrare un modello personalizzato per riconoscere i diversi tipi di nuvola (cumulo, cumulonembo e così via).

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Lab

Entity and Sentiment Analysis with the Natural Language API

The Cloud Natural Language API lets you extract entities, and perform sentiment and syntactic analysis on a block of text. In this hands-on lab you’ll learn how to extract entities and sentiment from text using the Cloud Natural Language API.

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Lab

Google Assistant: Build a Restaurant Locator with the Places API

In questo lab creerai un'applicazione dell'assistente in grado di comprendere qual è la posizione attuale di un utente e le sue preferenze in fatto di ristoranti, nonché di passare queste informazioni all'API Places tramite una Funzione Cloud per suggerire il suo ristorante ideale.

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Lab

App Engine: Qwik Start - Java

This hands-on lab shows you how to create a small App Engine application that displays a short message. Watch the short video Build Apps at Scale with Google App Engine.

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Lab

App Engine: Qwik Start - Python

Questo lab pratico mostra come creare una piccola applicazione App Engine che visualizza un breve messaggio. Guarda il breve video Build Apps at Scale with Google App Engine.

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Lab

Autoscaling an Instance Group with Custom Cloud Monitoring Metrics

This lab describes how to deploy an autoscaling Compute Engine instance group that is automatically scaled using a custom Cloud monitoring metric

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