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Google Professional Machine Learning Engineer Certification Exam is a challenging exam that requires extensive preparation and study. Professional-Machine-Learning-Engineer exam consists of multiple-choice questions, coding exercises, and scenario-based questions. Professional-Machine-Learning-Engineer exam is designed to test the practical knowledge and skills of candidates in real-world scenarios. Candidates who pass the exam demonstrate their expertise in the field of machine learning and are recognized as certified professionals by Google Cloud.

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

Google Professional Machine Learning Engineer exam requires hands-on experience with the following while also including advanced knowledge of machine learning and expertise in designing and implementing appropriate ML architectures: Data preprocessing, Feature engineering, Model building, Model deployment, Model monitoring, Outlier detection, Hyperparameter tuning, and Algorithm selection. The Google Professional Machine Learning Engineer certification aims to authenticate these expertise areas along with practical experience to validate oneself as a versatile, employable programming professional.

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