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Baseline: Data, ML, AI

Introductory 13 Labs 7h 40m 13 Credits

Big data, machine learning, and artificial intelligence are today’s hot computing topics, but these fields are quite specialized and introductory material is hard to come by. Fortunately, GCP provides user-friendly services in these areas and Qwiklabs has you covered with this introductory-level quest, so you can take your first steps with tools like Big Query, Cloud Speech API, and Cloud ML Engine. Want extra help? 1-minute videos walk you through key concepts for each lab.

Data Machine Learning

Prerequisites

This Quest builds on a basic understanding of the Google Cloud Platform, the Console and its Services. It is recommended that the student have earned a Badge by completing the hands-on labs in the GCP Essentials Quest before beginning.

Quest Outline

Atelier pratique

Introduction to SQL for BigQuery and Cloud SQL

In this lab you will learn fundamental SQL clauses and will get hands on practice running structured queries on BigQuery and Cloud SQL.

Atelier pratique

BigQuery: Qwik Start - Web User Interface

Dans cet atelier, vous allez découvrir comment utiliser l'interface utilisateur Web pour exécuter des requêtes sur des tableaux publics et charger des échantillons de données dans BigQuery.

English Français
Atelier pratique

BigQuery: Qwik Start - Command Line

Dans cet atelier, vous allez découvrir comment utiliser l'interface de ligne de commande pour exécuter des requêtes sur des tableaux publics et charger des échantillons de données dans BigQuery.

English Français
Atelier pratique

Bigtable: Qwik Start - Command Line

Cloud Bigtable is Google's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail. In this lab you'll use Bigtable with the cbt command line. Watch the short video Bigtable: Qwik Start - Qwiklabs Preview.

Atelier pratique

Bigtable : Qwik Start – Hbase Shell

Dans cet atelier, vous allez découvrir comment utiliser HBase Shell pour vous connecter à une instance Cloud Bigtable.

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Atelier pratique

Cloud Natural Language API: Qwik Start

The Cloud Natural Language API lets you extract entities and perform sentiment and syntactic analysis on text. Watch these short videos Gain Valuable Insights from Text with Cloud Natural Language and Cloud Natural Language: Qwik Start - Qwiklabs Preview.

Atelier pratique

Google Cloud Speech API: Qwik Start

The Google Cloud Speech API integrates speech recognition into dev apps; you can now send audio/receive a text transcription. Watch these short videos Powerful Speech Recognition Using Google Machine Learning and Google Cloud Speech: Qwik Start - Qwiklabs Preview

Atelier pratique

Dataproc: Qwik Start - Console

This lab shows you how to create a Google Cloud Dataproc cluster, run a simple Apache Spark job in the cluster, then modify the number of workers in the cluster, all from the gcloud Command Line. Watch these short videos, Dataproc: Qwik Start - Qwiklabs Preview and Run Spark and Hadoop Faster with Cloud Dataproc.

English 日本語
Atelier pratique

Dataproc: Qwik Start - Command Line

This lab shows you how to create a Google Cloud Dataproc cluster, run a simple Apache Spark job in the cluster, then modify the number of workers in the cluster, all from the gcloud Command Line. Watch these short videos, Dataproc: Qwik Start - Qwiklabs Preview and Run Spark and Hadoop Faster with Cloud Dataproc.

Atelier pratique

Dataprep: Qwik Start

Google Cloud Dataprep is an intelligent data service for visually exploring, cleaning, and preparing data for analysis. Watch the short video Dataprep: Qwik Start - Qwiklabs Preview.

Atelier pratique

Google Cloud Datalab: Qwik Start

Cloud Datalab is an interactive data analysis and machine learning environment designed for GCP. You can use it to explore, analyze, transform, and visualize your data interactively and to build machine learning models from your data.

Atelier pratique

Cloud ML Engine: Qwik Start

In this lab you train and deploy a TensorFlow model to Cloud ML Engine for serving (prediction). Watch these short videos Harness the Power of Machine Learning with Cloud ML Engine and Cloud ML Engine: Qwik Start - Qwiklabs Preview.

Atelier pratique

Data Studio: Qwik Start

Data Studio lets you create dynamic, visually compelling reports and dashboards. Watch the short video Data Studio: Qwik Start - Qwiklabs Preview.

Atelier pratique

Google Genomics: Qwik Start

Google Genomics is at the forefront of organizing the world's genomic information. In this lab, you will use Google's implementation of htsget and SAM Tools—popular APIs in the big genome data field to analyze large files of genomic data. Watch the short video Google Genomics: Qwik Start - Qwiklabs Preview.

Atelier pratique

Dataflow: Qwik Start - Templates

This page shows you how to create a streaming pipeline using a Google-Provided Cloud Dataflow template.

Atelier pratique

Dataflow: Qwik Start - Python

In this lab you will set up your Python development environment, get the Cloud Dataflow SDK for Python, and run an example pipeline using the Google Cloud Platform Console.

Atelier pratique

Cloud Filestore: Qwik Start

Cloud Filestore is a managed file storage service for applications that require a filesystem interface and a shared filesystem for data. Filestore gives users a simple, native experience for standing up managed Network Attached Storage (NAS) with their Google Compute Engine and Kubernetes Engine instances.

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