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Learning Google Cloud Vertex AI: Build, deploy, and manage machine learning models with Vertex AI (English Edition) - Hemanth Kumar K August 28, 2023 PDF  BOOKS
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Learning Google Cloud Vertex AI: Build, deploy, and manage machine learning models with Vertex AI (English Edition)
Author: Hemanth Kumar K
Year: August 28, 2023
Format: PDF
File size: PDF 27 MB
Language: English



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Learning Google Cloud Vertex AI Build, Deploy, and Manage Machine Learning Models with Vertex AI (English Edition) As a professional writer, I recently had the opportunity to review "Learning Google Cloud Vertex AI Build, Deploy, and Manage Machine Learning Models with Vertex AI" by Hemanth Kumar K. This comprehensive guide provides an in-depth look at the features and capabilities of Google Cloud Vertex AI, a platform for machine learning (ML) offered by Google Cloud. The book is designed to help data enthusiasts navigate the platform, even if they lack prior experience with cloud platforms. The book begins with an introduction to the basics of the Google Cloud Platform, including cloud storage, BigQuery, and Identity and Access Management (IAM). It then delves into the specifics of Vertex AI, covering AutoML, custom model training, model deployment on endpoints, development of Vertex AI pipelines, and the Explainable AI feature store.
Обучение Google Cloud Vertex AI Создание, развертывание и управление моделями машинного обучения с помощью Vertex AI (Английское издание) Как профессиональный писатель, я недавно имел возможность сделать обзор «Обучение Google Cloud Vertex AI Создание, развертывание и управление моделями машинного обучения с Vertex AI» Хеманта Кумара К. Это всеобъемлющее руководство содержит подробный обзор функций и возможностей Google Cloud Vertex AI, платформы для машинного обучения (ML), предлагаемые Google Cloud. Книга предназначена для того, чтобы помочь энтузиастам информационных технологий ориентироваться в платформе, даже если им не хватает опыта работы с облачными платформами. Книга начинается с введения в основы Google Cloud Platform, включая облачные хранилища, BigQuery и Identity and Access Management (IAM). Затем он углубляется в специфику Vertex AI, охватывая AutoML, обучение пользовательской модели, развертывание модели на конечных точках, разработку конвейеров Vertex AI и хранилище функций Explainable AI.
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Google Cloud頂点AIトレーニング頂点AIによる機械学習モデルの作成、展開、管理 (英語版)Hemant Kumar Kによる「Google Cloud Vertex AIトレーニングビルディング、デプロイ、および機械学習モデルの管理」をプロのライターとしてレビューする機会がありました。この包括的なガイドでは、Google Cloud Vertexの機能と機能の詳細を説明していますGoogle Cloudが提供する機械学習(ML)プラットフォームAI。この本は、クラウドプラットフォームの経験がなくても、情報技術愛好家がプラットフォームをナビゲートするのを助けるように設計されています。この本は、クラウドストレージ、BigQuery、 Identity and Access Management (IAM)などのGoogle Cloud Platformの基本についての紹介から始まります。次に、AutoML、カスタムモデルトレーニング、エンドポイント上のモデル展開、Vertex AIパイプライン開発、および説明可能なAI機能リポジトリをカバーするVertex AIの詳細を詳しく説明します。

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