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The Google Professional Machine Learning Engineer certification is developed to validate the ability of the specialists to design, build, and productionize the Machine Learning models to solve business challenges with the help of Google Cloud technologies as well as their knowledge of the proven Machine Learning models & techniques. Specifically, this certificate equips the candidates with an understanding of all the aspects related to data pipeline interaction, model architecture, as well as metrics interpretation. It also provides the target individuals with the comprehension of the basic concepts of application development, data engineering, infrastructure management, and data governance. To get certified, the individuals need to take one qualifying exam.
Reference: https://cloud.google.com/certification/guides/machine-learning-engineer
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| Section | Objectives |
|---|---|
| Topic 1: Deployment and operations | - Monitoring and maintenance
|
| Topic 2: Designing ML solutions | - ML architecture design
|
| Topic 3: ML pipeline automation and orchestration | - Pipeline design
|
| Topic 4: ML model development | - Model training and tuning
|
| Topic 5: Data preparation and processing | - Feature engineering
|
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