References:
AWS Certified Machine Learning Specialty Exam Reference
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Certification Path of AWS Certified Machine Learning - Specialty
The Amazon MLS certification path includes only one certification exam.
Understanding functional and technical aspects of AWS Certified Machine Learning Specialty Exam Modeling
The following will be dicussed here:
- Perform hyperparameter optimization
- Train machine learning models
- Evaluate machine learning models
- Frame business problems as machine learning problems
- Select the appropriate model(s) for a given machine learning problem
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Amazon MLS-C01 Korean Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Machine Learning Operations | 15–20% | - Model deployment and serving
|
| Data Engineering | 20–25% | - Data storage and management
|
| Exploratory Data Analysis | 22–28% | - Feature engineering
|
| Modeling | 32–38% | - Model selection and training
|
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