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Understanding functional and technical aspects of Professional Machine Learning Engineer - Google ML Model Development

The following will be discussed in Google Professional-Machine-Learning-Engineer exam dumps:

• Overfitting
• Model performance against baselines, simpler models, and across the time dimension
• Transfer learning
• Scale model training and serving
• Unit tests for model training and serving
• Modeling techniques given interpretability requirements
• Model generalization
• Productionizing
• Choice of framework and model
• Distributed training
• Build a model
• Model explainability on Cloud AI Platform
• Scalable model analysis (e.g. Cloud Storage output files, Dataflow, BigQuery, Google Data Studio)
• Training a model as a job in different environments
• Tracking metrics during training
• Hardware accelerators
• Retraining/redeployment evaluation

Reference: https://cloud.google.com/certification/guides/machine-learning-engineer

Professional Machine Learning Engineer - Google Certified salary

The estimated average salary of Professional Machine Learning Engineer - Google is listed below:

• Europe: 97,000 EURO
• India: 8,580,000 INR
• England: 87,200 POUND
• United States: 114,000 USD

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