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Professional Machine Learning Engineer - Google Certified salary
The estimated average salary of Professional Machine Learning Engineer - Google is listed below:
- Europe: 97,000 EURO
- England: 87,200 POUND
- United States: 114,000 USD
- India: 8,580,000 INR
Reference: https://cloud.google.com/certification/guides/machine-learning-engineer
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Understanding functional and technical aspects of Professional Machine Learning Engineer - Google ML Problem Framing
The following will be discussed in Google Professional-Machine-Learning-Engineer exam dumps:
- Assessing and communicating business impact
- Determination of when a model is deemed unsuccessful
- Define ML problem
- Success metrics
- Defining output use
- Defining problem type (classification, regression, clustering, etc.)
- Defining outcome of model predictions
- Identifying nonML solutions
- Key results
- Defining the input (features) and predicted output format
- Assessing ML solution readiness
- Managing incorrect results
- Assessing data readiness
- Identify risks to feasibility and implementation of ML solution. Considerations include:
- Identifying data sources
- Define business success criteria
- Defining business problems
- Aligning with Google AI principles and practices (e.g. different biases)
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Google Professional-Machine-Learning-Engineer Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: ML model development | - Model training and tuning
|
| Topic 2: Designing ML solutions | - Framing ML problems
|
| Topic 3: ML pipeline automation and orchestration | - Pipeline design
|
| Topic 4: Data preparation and processing | - Data ingestion and pipelines
|
| Topic 5: Deployment and operations | - Monitoring and maintenance
|
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