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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:

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

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How much Professional Machine Learning Engineer - Google Cost

The cost of the Professional Machine Learning Engineer - Google is $200. For more information related to exam price, please visit the official website Google Website as the cost of exams may be subjected to vary county-wise.

The benefit of obtaining the Professional Machine Learning Engineer - Google Certification

• 87% of Google Cloud certified individuals are more confident about their cloud skills
• Professional Cloud Architect was the highest paying certification of 2020 and 2019
• More than 1 in 4 of Google Cloud certified individuals took on more responsibility or leadership roles at work

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

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Career Bonuses

The Google Professional Machine Learning Engineer certification proves that the successful candidates possess sufficient knowledge and skills to design and create scalable solutions for optimal performance. Some of the job roles that these individuals can consider include a Data Engineer, a Senior Data Engineer, a Machine Learning Engineer, a Technical Solutions Engineer, a Software Engineer, and a Cloud Infrastructure Engineer, among others. The median salary that the certificate holders can count on is around $140,000 per annum.

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Google Professional-Machine-Learning-Engineer Exam Syllabus Topics: