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Understanding functional and technical aspects of AWS Certified Machine Learning Specialty Exam Exploratory Data Analysis
The following will be dicussed here:
- Sanitize and prepare data for modeling
- Perform feature engineering
- Analyze and visualize data for machine learning
Amazon MLS-C01日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Modeling | 32–38% | - Model evaluation and optimization
|
| Topic 2: Data Engineering | 20–25% | - Data ingestion
|
| Topic 3: Machine Learning Operations | 15–20% | - Monitoring and maintenance
|
| Topic 4: Exploratory Data Analysis | 22–28% | - Data quality assessment
|
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