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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/preparing-cloud-professional-data-engineer-exam
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课程名称：准备谷歌云专业数据工程师考试 课程概述：本课程旨在帮助准备参加谷歌云专业数据工程师考试的学员，无论是已经具备资格的考生增强信心，还是尚未资格的学员制定自我准备计划。 课程大纲： 1. **专业数据工程师认证简介**：在本模块中，学员将了解专业数据工程师的角色，以及支持学习的资源类型，并学习如何使用工作簿制定学习计划。 2. **设计数据处理系统**：本模块重点探讨设计数据处理系统的考虑因素，这是专业数据工程师考试指南第一部分的内容。通过在Cymbal零售公司实际工作的案例，学员将进行技能自评，并通过10个诊断问题来识别学习需求并制定学习资源计划。 3. **数据的导入与处理**：本模块关注数据的导入和处理，和考试指南第二部分对应。学员将讨论在Cymbal零售公司工作的案例，自我评估技能，通过诊断问题识别学习资源。 4. **数据存储**：在这个模块中，重点讨论数据存储的考虑因素，和考试指南第三部分一致。学员将进行技能自评，并根据评估结果调整学习计划。 5. **准备和使用数据进行分析**：此模块关注为分析准备和使用数据的考虑，包括考试指南第四部分内容。学员将自我评估技能并利用结果制定学习资源计划。 6. **维护和自动化数据工作负载**：本模块探讨维护和自动化数据工作负载的要点，和考试指南第五部分相对应。学员在学习过程中评估自身技能并识别需要进一步学习的领域。 7. **总结**：最后一个模块集中于制定个性化学习计划。学员将利用在整个课程中所做的笔记，制定每周的专业数据工程师学习计划。 本课程将帮助学员全面了解专业数据工程师所需的知识与技能，并为成功通过谷歌云认证考试做好充分准备。
Name:Introduction to Professional Data Engineer (PDE) Certification
Description:Welcome to Preparing for the Professional Cloud Data Engineer Journey. In this introductory module, you learn about the role of a Professional Data Engineer. We discuss the types of resources available to support your study, and how to use the workbook to create your study plan.
Name:Designing Data Processing Systems
Description:In this module, you’ll explore considerations for designing data processing systems, which correspond to section 1 of the Professional Data Engineer Exam Guide. You start by discussing how a Professional Data Engineer performs this role at Cymbal Retail. Next, you’ll assess your skills in this section through 10 diagnostic questions. Then you’ll review these questions. Based on the areas you need to learn more about, you’ll identify resources to include in your study plan.
Name:Ingesting and Processing Data
Description:In this module you’ll explore considerations for ingesting and processing data, which corresponds to section 2 of the Professional Data Engineer Exam Guide. You’ll start by discussing how a Professional Data Engineer performs this role at Cymbal Retail. Next, you’ll assess your skills in this section through 10 diagnostic questions. Then you’ll review these questions. Based on the areas you need to learn more about, you’ll identify resources to include in your study plan.
Name:Storing Data
Description:In this module you’ll explore considerations for storing data, which corresponds to section 3 of the Professional Data Engineer Exam Guide. You start by discussing how a Professional Data Engineer performs this role at Cymbal Retail. Next, you’ll assess your skills in this section through 10 diagnostic questions. Then you’ll review these questions. Based on the areas you need to learn more about, you’ll identify resources to include in your study plan.
Name:Preparing and Using Data for Analysis
Description:In this module, you’ll explore considerations when preparing and using data for analysis, which corresponds to section 4 of the Professional Data Engineer Exam Guide. You start by discussing how a Professional Data Engineer performs this role at Cymbal Retail. Next, you’ll assess your skills in this section through 10 diagnostic questions. Then you’ll review these questions. Based on the areas you need to learn more about, you’ll identify resources to include in your study plan.
Name: Maintaining and Automating Data Workloads
Description:In this module you’ll explore considerations for maintaining and automating data workloads, which corresponds to section 5 of the Professional Data Engineer Exam Guide. You start by discussing how a Professional Data Engineer performs this role at Cymbal Retail. Next, you’ll assess your skills in this section through 10 diagnostic questions. Then you’ll review these questions. Based on the areas you need to learn more about, you’ll identify resources to include in your study plan.
Name:Summary
Description: In this module, you focus on creating your individualized study plan. You will use the notes you’ve been taking throughout this course to put together a study plan for each week in your Professional Data Engineer journey.
The purpose of this course is to help those who are qualified develop confidence to attempt the exam, and to help those not yet qualified to develop their own plan for preparation.
