آموزش آماده شدن برای آزمون Google Cloud Professional Data Engineer

به دوره خوش آمدید Welcome to the course

• Introduction

آشنایی با گواهینامه مهندس داده حرفه ای Understanding the Professional Data Engineer Certification

• Understanding the Professional Data Engineer Certification

• Information about the latest Exam Guide

• Exam Tips #1

• Exam Tips #2

طراحی سیستم های پردازش داده Designing Data Processing Systems

• Designing and building

• Design flexible data representations

• Exam Tips #3

• Design data pipelines

• Dataflow pipelines

• BigQuery and Dataflow solutions

• Design data processing infrastructure

• Pub/Sub solutions

• Practice exam questions 01

• Designing Data Processing Systems: Exam Guide Review

ساخت و عملیاتی کردن سیستم های پردازش داده Building and Operationalizing Data Processing Systems

• Building data processing systems

• Cloud Storage, Cloud SQL, Cloud Bigtable

• Building and maintaining pipelines

• Building and maintaining processing infrastructure

• Practice exam questions 02

• Building and Operationalizing Data Processing Systems: Exam Guide Review

• Case study 01

• Case Study 1

• Challenge Lab 01 Intro

• Pluralsight: Getting Started with Google Cloud and Qwiklabs

• Lab: PDE Prep: BigQuery Essentials

• Exam Tips #4

عملیاتی کردن مدل های یادگیری ماشین Operationalizing Machine Learning Models

• Analyzing and modeling

• Analyzing data

• Machine learning

• Machine learning and unstructured data

• Training and validating

• Practice exam questions 03

• Operationalizing Machine Learning Models: Exam Guide Review

• Case study 02

• Case Study 2

• Modeling business processes for analysis and optimization

• Feature engineering and performance

• Schema and performance

• Pipeline and performance

• Dividing work

• Bigtable performance

• Price estimation

• Case study 03

• Case Study 3

• Challenge Lab 02 Intro

• Lab: PDE Prep : Cloud Dataproc Cluster Operations and Maintenance

• Exam Tips #5

امنیت، سیاست و قابلیت اطمینان Security, Policy, and Reliability

• Designing for Security and Compliance

• Practice exam questions 04

• Performing quality control

• Ensuring reliability

• Ensuring Solution Quality: Exam Guide Review

• Exam Tips #6

منابع و مراحل بعدی Resources and Next Steps

• Resources and next steps

• Practice exam quiz

• Instructions of GRADED and UNGRADED Practice Exam Quizzes

• Resources

• Exam Tips #7

• Sample Exam Quiz Questions

منابع دوره Course Resources

• Course Resources