August 2026
Intermediate to advanced
552 pages
8h 9m
Japanese
Content preview from Google CloudではじめるAI/ML入門 ―ハンズオンで学ぶデータ基盤、分析、エージェント開発Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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付録A環境セットアップ
A.1 はじめに
付録では、本書のハンズオンをローカル環境で実施する場合に必要となる開発環境のセットアップ手順と、作業中に頻繁に参照するgcloud CLIのコマンドリファレンスを提供します。
- この章の内容
- gcloud CLIのOS別インストール手順と初期設定
- Pythonパッケージマネージャー
uvのインストールと基本操作 - セットアップ時によく使うgcloud CLIコマンドのクイックリファレンス
本付録は、各章の本文から参照されるリファレンスとして機能します。3章や5章のハンズオンに進む前にローカル環境の準備が整っていない場合は、A.2節のセットアップ手順を参照してください。A.3節のクイックリファレンスは、コマンドの構文を確認したいときに随時活用できます。
A.2 開発環境のセットアップ
データサイエンスプロジェクトを効率的に進めるためのCLIツールとPython環境の構築方法をOS別に紹介します。
A.2.1 gcloud CLIのインストール
Google Cloud CLI（gcloud）は、Google Cloudのリソースをコマンドラインから管理するための必須ツールです。
A.2.1.1 Windowsの場合
- Google Cloud CLIインストーラーのページから、Windows用のインストーラー（
GoogleCloudSDKInstaller.exe）をダウンロードします。 - ダウンロードしたインストーラーを実行し、画面の指示にしたがってインストールを進めます。
- インストール完了後、「Google Cloud SDK Shell」または通常のコマンドプロンプトを開き、以下のコマンドでインストールを確認します。
gcloud ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.