Google Cloud Certified Professional Machine Learning Engineer Study Guide (Paperback)
暫譯: Google Cloud 認證專業機器學習工程師學習指南 (平裝本)

Mona, Mona, Ramamurthy, Pratap

Google Cloud Certified Professional Machine Learning Engineer Study Guide (Paperback)
  • 出版商: Wiley
  • 出版日期: 2023-11-21
  • 定價: $2,350
  • 售價: 9.5 折 $2,233
  • 語言: 英文
  • 頁數: 368
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1119944465
  • ISBN-13: 9781119944461
  • 相關分類: Google Cloud、Machine Learning

    • 立即出貨 (庫存 < 3)

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商品描述

Expert, guidance for the Google Cloud Machine Learning certification exam

In Google Cloud Certified Professional Machine Learning Study Guide, a team of accomplished artificial intelligence (AI) and machine learning (ML) specialists delivers an expert roadmap to AI and ML on the Google Cloud Platform based on new exam curriculum. With Sybex, you'll prepare faster and smarter for the Google Cloud Certified Professional Machine Learning Engineer exam and get ready to hit the ground running on your first day at your new job as an ML engineer.

The book walks readers through the machine learning process from start to finish, starting with data, feature engineering, model training, and deployment on Google Cloud. It also discusses best practices on when to pick a custom model vs AutoML or pretrained models with Vertex AI platform. All technologies such as Tensorflow, Kubeflow, and Vertex AI are presented by way of real-world scenarios to help you apply the theory to practical examples and show you how IT professionals design, build, and operate secure ML cloud environments.

The book also shows you how to:

  • Frame ML problems and architect ML solutions from scratch
  • Banish test anxiety by verifying and checking your progress with built-in self-assessments and other practical tools
  • Use the Sybex online practice environment, complete with practice questions and explanations, a glossary, objective maps, and flash cards

A can't-miss resource for everyone preparing for the Google Cloud Certified Professional Machine Learning certification exam, or for a new career in ML powered by the Google Cloud Platform, this Sybex Study Guide has everything you need to take the next step in your career.

商品描述(中文翻譯)

專家指導：Google Cloud 機器學習認證考試

在Google Cloud Certified Professional Machine Learning Study Guide中，一組成就卓越的人工智慧 (AI) 和機器學習 (ML) 專家提供了一條專業的路線圖，幫助您了解 Google Cloud Platform 上的 AI 和 ML，並根據新的考試課程進行準備。透過 Sybex，您將更快、更聰明地為 Google Cloud Certified Professional Machine Learning Engineer 考試做準備，並為您作為 ML 工程師的新工作第一天做好準備。

本書將讀者帶入機器學習過程的每一個步驟，從數據、特徵工程、模型訓練到在 Google Cloud 上的部署。它還討論了在何時選擇自定義模型、AutoML 或使用 Vertex AI 平台的預訓練模型的最佳實踐。所有技術，如 TensorFlow、Kubeflow 和 Vertex AI，均通過真實世界的場景呈現，幫助您將理論應用於實際範例，並展示 IT 專業人員如何設計、構建和運營安全的 ML 雲端環境。

本書還教您如何：


  • 從零開始框定 ML 問題並架構 ML 解決方案

  • 通過內建的自我評估和其他實用工具來驗證和檢查您的進度，消除考試焦慮

  • 使用 Sybex 在線練習環境，內含練習題和解釋、詞彙表、目標地圖和抽認卡

這本 Sybex Study Guide 是每位準備參加 Google Cloud Certified Professional Machine Learning 認證考試或希望在 Google Cloud Platform 上展開機器學習新職業的人不可錯過的資源，擁有您職業生涯邁向下一步所需的一切。

作者簡介

ABOUT THE AUTHORS

MONA is an AI/ML specialist in the Google Public Sector. She is the author of Natural Language Processing with AWS AI Services and a frequent speaker at cloud computing and machine learning events. She was a Sr. AI/ML specialist SA at AWS before joining Google. She has 14 Certifications and has created courses for AWS AI/ML Certification Speciality Exam readiness. She has authored 17 articles on AI/ML and also co-authored a research paper on CORD-19 Neural Search, which won an award at the AAAI Conference on Artificial Intelligence

Pratap Ramamurthy is an AI/ML Specialist Customer Engineer in Google Cloud. Previously, he worked as a Sr. Principal Solution Architect at H2O.ai and before that was a Partner Solution Architect at AWS. He has authored several research papers and holds 3 patents.

作者簡介(中文翻譯)

關於作者

MONA 是 Google 公共部門的 AI/ML 專家。她是 使用 AWS AI 服務進行自然語言處理 的作者，並且經常在雲計算和機器學習活動中發表演講。在加入 Google 之前，她曾擔任 AWS 的高級 AI/ML 專家解決方案架構師。她擁有 14 項認證，並為 AWS AI/ML 認證專業考試的準備創建了課程。她撰寫了 17 篇有關 AI/ML 的文章，並共同撰寫了一篇關於 CORD-19 神經搜索的研究論文，該論文在 AAAI 人工智慧會議上獲得了獎項。

Pratap Ramamurthy 是 Google Cloud 的 AI/ML 專家客戶工程師。之前，他曾擔任 H2O.ai 的高級首席解決方案架構師，並在此之前是 AWS 的合作夥伴解決方案架構師。他撰寫了幾篇研究論文並擁有 3 項專利。

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