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所在平台: Udemy |
课程主页: https://www.udemy.com/course/google-cloud-associate-data-practitioner-certification-exam/
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**课程名称：** Google Cloud Associate Data Practitioner 认证考试准备 **课程概述：** 本课程专为准备参加 Google Cloud Certified: Associate Data Practitioner 考试的学员设计，旨在帮助您评估知识水平，并在实际考试前增强信心。这些真实且最新的模拟试题，经过精心打造，准确反映了 Google Cloud 设定的最新考试目标、题型和难度。无论您是 Google Cloud 数据服务的新手，还是希望进行一次最终的知识检验，这些模拟试题都能帮助您发现优势并明确需要加强的领域。 **为何参加本课程：** 通过认证考试不仅需要知识，还需要考试的充分准备。本模拟试题课程两者兼顾： * 建立应试信心 * 在真实考试前识别薄弱环节 * 通过详细的答案解析进行学习 * 在考试条件下改善时间管理能力 **课程目标学员：** * 计划参加 Google Cloud Associate Data Practitioner 考试的个人 * Google Cloud 数据服务初学者，希望获得结构化的知识检查 * 寻求验证自身云数据技能的 IT 专业人士、数据分析师或学生 * 希望在正式考试前体验考试形式的任何人 **课程模块：** **模块一：基础数据概念 (20-30%)** * 数据类型（结构化、半结构化、非结构化） * 数据库和存储基础概念 * 数据格式介绍（CSV、JSON、Avro 等） * ETL/ELT（提取、转换、加载）概念 **模块二：Google Cloud 中的数据管理与治理 (25-35%)** * Google Cloud 存储和数据库选项（BigQuery、Cloud Storage、Cloud SQL 等） * 数据组织与目录（Dataplex、Data Catalog） * 元数据管理与数据发现 * 数据治理原则：访问控制、数据分类、数据沿袭 **模块三：数据处理、分析与可视化 (25-35%)** * 数据摄取工具（Cloud Pub/Sub、Dataflow、Dataproc） * 大规模数据处理（批量和流式） * 使用 BigQuery 进行数据分析（SQL 查询、分析函数） * 使用 Looker 及其他工具进行可视化和报告 **模块四：Google Cloud 中的安全与合规性 (15-25%)** * 数据资源的身份与访问管理 (IAM) * 静态和传输中的数据加密 * 数据存储和处理的安全最佳实践 * 遵守法规与标准（GDPR、HIPAA 等）
Are you preparing for the Google Cloud Certified: Associate Data Practitioner exam? This course is designed to help you assess your knowledge and build confidence before the real exam.These realistic and up-to-date practice tests are carefully crafted to reflect the latest exam objectives, question styles, and difficulty level set by Google Cloud.Whether you're just starting your journey in Google Cloud data services or looking for a final knowledge check, these practice tests will help you identify your strengths and highlight the areas that need more focus.Why Take This Course:Passing a certification exam requires both knowledge and exam readiness. This practice test course focuses on both: Build exam-taking confidence Identify weak areas before the real exam Learn by reviewing detailed answer explanations Improve your time management under exam conditionsWho This Course Is For:Individuals planning to take the Google Cloud Associate Data Practitioner examBeginners in Google Cloud data services who want structured knowledge checksIT professionals, data analysts, or students seeking to validate their cloud data skillsAnyone wanting to experience the exam format before test dayModule 1: Foundational Data Concepts (20-30%)Understanding types of data (structured, semi-structured, unstructured)Basic concepts of databases and storageIntroduction to data formats (CSV, JSON, Avro, etc.)Concept of ETL/ELT (Extract, Transform, Load)Module 2: Data Management and Governance in Google Cloud (25-35%)Google Cloud storage and database options (BigQuery, Cloud Storage, Cloud SQL, etc.)Data organization and cataloging (Dataplex, Data Catalog)Metadata management and data discoveryData governance principles: access control, data classification, lineageModule 3: Data Processing, Analysis, and Visualization (25-35%)Data ingestion tools (Cloud Pub/Sub, Dataflow, Dataproc)Data processing at scale (batch and streaming)Analyzing data with BigQuery (SQL queries, analytics functions)Visualization and reporting using Looker and other toolsModule 4: Security and Compliance in Google Cloud (15-25%)Identity and Access Management (IAM) for data resourcesData encryption at rest and in transitSecurity best practices for data storage and processingCompliance with regulations and standards (GDPR, HIPAA, etc.)
