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

Professional-Machine-Learning-Engineer
  • Exam Code: Professional-Machine-Learning-Engineer
  • Exam Name: Google Professional Machine Learning Engineer
  • Updated: Jun 08, 2026
  • Q & A: 300 Questions and Answers

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

TopicDetails
Topic 1
  • 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 2
  • Scaling prototypes into ML models: This topic covers building and training models. It also focuses on opting for suitable hardware for training.
Topic 3
  • Serving and scaling models: This section deals with Batch and online inference, using frameworks such as XGBoost, and managing features using VertexAI.
Topic 4
  • 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 5
  • 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.

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

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

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

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