Google Cloud Professional Data Engineer Cert Prep: 2 Building and Operationalizing Data Processing Systems
51mAdvanced2023-07-20
Authors
Noah Gift
MLOps Expert | Solopreneur | Author | Adjunct Professor | CTO
Course details
Earning the Google Cloud Professional Data Engineer certification confirms that you’re able to design, build, operationalize, secure, and monitor data processing systems with a particular emphasis on security and compliance; scalability and efficiency; reliability and fidelity; and flexibility and portability. In this course, Noah Gift prepares you for the section of the exam that focuses on building and operationalizing data processing systems. Noah covers the topics tested on the exam: storage system implementation, pipeline building and operationalization, and processing infrastructure implementation.
Skills covered
Google CloudData EngineeringSoftware Development ToolsGoogleCloud PlatformsCert PrepCloud ComputingData ScienceSoftware Development
Concepts
0. Introduction
- 01 - Course overview
1. Storage System Implementation
- 02 - Demo - Google Cloud Shell
- 03 - Demo - Google Cloud Editor
- 04 - Demo - Google CLI SDK
- 05 - Demo - Google gcloud CLI tool
- 06 - Storage comparison
2. Pipeline Building and Operationalization
- 07 - Jack and the Beanstalk as a data pipeline
- 08 - Compare compute offerings
- 09 - Demo - Compute volatility on GCP
3. Processing Infrastructure Implementation
- 10 - The challenges of big data
- 11 - Demo - Extending GCP Cloud Functions
- 12 - Data pipeline triggers
Conclusion
- 13 - Next steps
Related courses
- Google Cloud Professional Machine Learning Engineer Cert Prep
- Google Cloud Professional Data Engineer Cert Prep: 1 Designing Data Processing Systems
- Google Cloud Professional Data Engineer Cert Prep: 3 Operationalizing Machine Learning Models
- Google Cloud Professional Data Engineer Cert Prep: 4 Ensuring Solution Quality
- Google Cloud Professional Data Engineer Cert Prep (2025)
- Google Cloud Professional Data Engineer Cert Prep
- Google Cloud Professional Machine Learning Engineer Cert Prep: 3 Designing Data Preparation and Processing Systems
- Google Cloud Professional Cloud Security Engineer Cert Prep (2024)
Related learn paths
- Prepare for the Google Cloud Professional Data Engineer Certification
- Prepare for the Google Cloud Professional Machine Learning Engineer Certification
- Getting Started with Software Testing
- Foundations of Cloud Computing: Models, Platforms, Services, and Careers
- Master Data Engineering
- Advance Your Data Engineering Skills
- Working with Data: Engineering, Integration, and MLOps for AI
- Become an AI Engineer