menu

Baseline: Data, ML, AI

Introductory Steps 8時 5分 13クレジット

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

ハンズオンラボ

SQL for BigQuery と Cloud SQL の概要

このラボでは、基本的な SQL 句について学び、BigQuery と Cloud SQL で実際に構造化クエリを実行します。

ドイツ語(German) 英語(English) スペイン語(Spanish) フランス語 日本語 ポルトガル語(Portuguese)
ハンズオンラボ

BigQuery: Qwik Start - Console

This lab shows you how to query public tables and load sample data into BigQuery using the Web UI. Watch the short videos Get Meaningful Insights with Google BigQuery and BigQuery: Qwik Start - Qwiklabs Preview.

英語(English) フランス語
ハンズオンラボ

BigQuery: Qwik Start - Command Line

This hands-on lab shows you how to query public tables and load sample data into BigQuery using the Command Line Interface. Watch the short videos Get Meaningful Insights with Google BigQuery and BigQuery: Qwik Start - Qwiklabs Preview.

英語(English) フランス語
ハンズオンラボ

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.

ハンズオンラボ

Bigtable: Qwik Start - Hbase Shell

このハンズオンラボでは、HBase シェルを使用して Cloud Bigtable インスタンスに接続する方法を学習します。

ドイツ語(German) 英語(English) スペイン語(Spanish) フランス語 日本語 ポルトガル語(Portuguese)
ハンズオンラボ

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.

ハンズオンラボ

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

ハンズオンラボ

Dataproc: Qwik Start - Console

このページでは、Google Cloud Platform Console を使用して Google Cloud Dataproc クラスタを作成し、クラスタで簡単な Apache Spark ジョブを実行してクラスタのワーカーの数を変更する方法を説明します。

英語(English) 日本語
ハンズオンラボ

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.

ハンズオンラボ

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.

ハンズオンラボ

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.

ハンズオンラボ

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.

ハンズオンラボ

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.

ハンズオンラボ

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.

ハンズオンラボ

Dataflow: Qwik Start - Templates

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

ハンズオンラボ

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.

ハンズオンラボ

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.

Enroll

Enroll Text

Add
home
ホーム
school
カタログ
menu
もっと見る
もっと見る