| Exam Code: | Professional-Machine-Learning-Engineer | ||
| Exam Name: | Google Professional Machine Learning Engineer Exam | ||
| Certification(s): | Cloud Engineer | ||
| Total Questions: | 146 Questions Answers | ||
| Latest Updated: | Nov 18,2024 | ||
| Price: (Discounted) | Was: $85 Now: $59 | ||
Topics Covered in Professional Machine Learning Engineer Exam
The following table outlines the main topics covered in the Professional-Machine-Learning-Engineer exam, along with a brief description of each topic and the percentage of questions on the exam that cover that topic. A passing score for the exam is 70%.
| Topic | Description | Percentage of Questions |
| Machine Learning Fundamentals | This topic covers the basic concepts of machine learning, such as supervised learning, unsupervised learning, and reinforcement learning. | 20% |
| Data Preprocessing | This topic covers the techniques used to prepare data for machine learning models, such as cleaning data, removing outliers, and feature scaling. | 15% |
| Model Selection and Evaluation | This topic covers the process of selecting and evaluating machine learning models, such as choosing the right model, tuning the model's hyperparameters, and assessing the model's performance. | 25% |
| Model Deployment and Monitoring | This topic covers the process of deploying machine learning models to production and monitoring the models to ensure that they are performing as expected. | 15% |
| Ethical and Legal Considerations | This topic covers the ethical and legal considerations related to machine learning, such as bias, fairness, and privacy. | 10% |
| Other | This category covers other topics that may be included on the exam, such as cloud computing, big data, and distributed machine learning. | 15% |
Passing Score: 70%
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