Google Cloud Professional Cloud Architect Cert Prep: 4 Analyzing and Optimizing Technical and Business Processes
50mAdvanced2023-05-12
Authors
Noah Gift
MLOps Expert | Solopreneur | Author | Adjunct Professor | CTO
Course details
This course prepares you for the Professional Cloud Architect certification exam. A Google Cloud Certified Professional Cloud Architect enables organizations to leverage Google Cloud technologies. In this fourth course in the series, Noah Gift covers analyzing and optimizing technical and business processes. Noah shows you how to analyze and define technical processes, including continuous delivery, continuous integration, and troubleshooting techniques, and shares his three most important files in a Python project. He then looks at business processes, showing you how to use Trello for effective project management, explore the MLOps maturity model, and build bespoke systems for core business functions. Finally, Noah explains how to develop procedures to ensure the reliability of solutions in production.
Skills covered
Google CloudBusiness AnalysisOperations ManagementBusiness IntelligenceSoftware Development ToolsGoogleProject ManagementCloud PlatformsCert PrepCloud ComputingData ScienceBusiness Analysis and StrategySoftware Development
Concepts
0. Introduction
- 01 - Overview
1. Analyzing and Defining Technical Processes
- 02 - Continuous delivery - An introduction
- 03 - Hands-on with continuous integration in GCP
- 04 - Troubleshooting techniques - The five whys
- 05 - Implementing simple GitHub actions for CI CD
- 06 - The three most important files in a Python project
2. Analyzing and Defining Business Processes
- 07 - Utilizing Trello for effective project management
- 08 - Leveraging spreadsheets for project management
- 09 - Exploring the MLOps maturity model
- 10 - Building bespoke systems for core business functions
- 11 - Data science on windows - virtualenv and pip
3. Developing Procedures to Ensure the Reliability of Solutions in Production
- 12 - Site reliability engineering (SRE) in GCP
- 13 - Demo - Performing load testing in GCP
Conclusion
- 14 - Course wrap-up and next steps in GCP mastery
Related courses
- Google Cloud Professional Cloud Architect Cert Prep
- Google Cloud Professional Cloud Architect Cert Prep: 1 Designing and Planning a Cloud Solution Architecture
- Google Cloud Professional Cloud Architect Cert Prep: 2 Managing and Provisioning a Solution Infrastructure
- Google Cloud Professional Cloud Architect Cert Prep: 3 Designing for Security and Compliance
- Google Cloud Professional Cloud Architect Cert Prep: 5 Managing Implementation
- Google Cloud Professional Cloud Architect Cert Prep: 6 Ensuring Solution and Operations Reliability
- Google Cloud Professional Cloud Security Engineer Cert Prep (2024)
- Cloud Computing Careers and Certifications
Related learn paths
- Prepare for the Google Cloud Professional Cloud Architect Certification
- Getting Started with Software Testing
- Getting Started with Google Cloud
- Master Data Engineering
- Working with Data: Engineering, Integration, and MLOps for AI
- Develop Your AI Skills with Google Gemini and Google Cloud Platform
- Build Your Knowledge of Cloud Administration
- Advance Your Data Engineering Skills