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Google Professional-Machine-Learning-Engineer : Google Professional Machine Learning Engineer

Professional-Machine-Learning-Engineer

Exam Code: Professional-Machine-Learning-Engineer

Exam Name: Google Professional Machine Learning Engineer

Updated: Aug 07, 2026

Q & A: 350 Questions and Answers

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About Google Professional-Machine-Learning-Engineer Exam

What is the duration, language, and format of Professional Machine Learning Engineer - Google

  • Language of Exam: English, Japanese, Korean
  • Duration of Exam: 120 minutes
  • Type of Questions: Multiple choice (MCQs), multiple answers
  • No negative marking for wrong answers

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

TopicDetails
Topic 1
  • Architecting low-code AI solutions: This section of the exam measures the skills of Google Machine Learning Engineers and covers developing machine learning models using BigQuery ML. It includes selecting appropriate models for business problems, such as linear and binary classification, regression, time series, matrix factorization, boosted trees, and autoencoders. Additionally, it involves feature engineering or selection and generating predictions using BigQuery ML.
Topic 2
  • Automating and orchestrating ML pipelines: This topic focuses on developing end-to-end ML pipelines, automation of model retraining, and lastly tracking and auditing metadata.
Topic 3
  • Collaborating within and across teams to manage data and models: It explores and processes organization-wide data including Apache Spark, Cloud Storage, Apache Hadoop, Cloud SQL, and Cloud Spanner. The topic also discusses using Jupyter Notebooks to model prototypes. Lastly, it discusses tracking and running ML experiments.
Topic 4
  • Serving and scaling models: This section deals with Batch and online inference, using frameworks such as XGBoost, and managing features using VertexAI.

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

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