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Professional Machine Learning Engineer - Google Certification Path
The associate level certification is focused on the fundamental skills of deploying, monitoring, and maintaining projects on Google Cloud. This certification is a good starting point for those new to cloud and can be used as a path to professional level certifications.
Professional certifications span key technical job functions and assess advanced skills in design, implementation, and management. These certifications are recommended for individuals with industry experience and familiarity with Google Cloud products and solutions.
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The following will be discussed in Google Professional-Machine-Learning-Engineer exam dumps:
- Choose appropriate Google Cloud hardware components
- Serving
- Monitoring
- Feature engineering
- A variety of component types - data collection; data management
- Data connections
- Identifying potential regulatory issues
- Choose appropriate Google Cloud software components
- Design reliable, scalable, highly available ML solution
- Design architecture that complies with regulatory and security concerns
- Privacy implications of data usage
- Automation
- Optimizing data use and storage
- Exploration/analysis
- Automation of data preparation and model training/deployment
- Logging/management
- Building secure ML systems
- SDLC best practices
- Selection of quotas and compute/accelerators with components
Reference: https://cloud.google.com/certification/guides/machine-learning-engineer
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