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Updated: Jul 24, 2026

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Certification Path

There is no prerequisite for AWS Certified Machine Learning Specialty exam.

Amazon MLS-C01日本語 Exam Overview:

Certification Vendor:Amazon Web Services (AWS)
Exam Name:AWS Certified Machine Learning - Specialty
Exam Number:MLS-C01
Passing Score:750/1000
Certificate Validity Period:3 years
Exam Duration:180 minutes
Exam Format:Multiple Choice, Multiple Response
Real Exam Qty:65
Available Languages:English, Japanese, Korean, Simplified Chinese
Exam Price:USD 300
Related Certifications:AWS Certified Machine Learning Engineer - Associate
AWS Certified AI Practitioner
Sample Questions:Amazon MLS-C01日本語 Sample Questions
Exam Way:Pearson VUE or PSI testing centers, or online proctored exam.
Pre Condition:No formal prerequisite. AWS recommends at least 2 years of hands-on experience developing, architecting, or running machine learning and deep learning workloads on AWS.
Official Syllabus URL:https://aws.amazon.com/certification/certified-machine-learning-specialty/

Getting the Results

The minimum passing score for this test is 750 marks. The result will be reported on a scale of 100-1000. Note that there might be some unscored items in the exam that are not identified but don't affect your score. Also, always keep in mind that you don't need to succeed in each section to get a pass status and obtain the certification — only a total amount of points matters. The report is only needed to show individuals their performance in each domain and help them identify what are their weak and strong areas of Machine Learning.

Topics in AWS Certified Machine Learning - Specialty

The following will be discussed in AMAZON MLS-C01 practice exam and AMAZON MLS-C01 practice exams:

  • Exploratory Data Analysis
  • Machine Learning Implementation and Operations
  • Data Engineering
  • Modeling

Reference: https://d1.awsstatic.com/training-and-certification/docs-ml/AWS%20Certified%20Machine%20Learning%20-%20Specialty_Exam%20Guide%20(1).pdf

Amazon MLS-C01日本語 Exam Syllabus Topics:

SectionWeightObjectives
Exploratory Data Analysis24%- Perform exploratory analysis
  • 1. Analyze data distributions and correlations
  • 2. Visualize datasets and extract insights
- Sanitize and prepare data for modeling
  • 1. Detect and handle missing or anomalous data
  • 2. Validate dataset quality
Data Engineering20%- Identify and implement data transformation solutions
  • 1. Perform feature engineering and data preprocessing
  • 2. Clean and prepare datasets
- Create data repositories for machine learning
  • 1. Identify and store datasets for machine learning workloads
  • 2. Select and implement data ingestion solutions
Machine Learning Implementation and Operations20%- Monitor and maintain machine learning solutions
  • 1. Track model performance in production
  • 2. Manage retraining and versioning
- Deploy machine learning solutions
  • 1. Implement batch and real-time inference
  • 2. Select deployment architectures
- Implement security and operational best practices
  • 1. Apply IAM and data protection controls
  • 2. Optimize scalability, reliability, and cost
Modeling36%- Frame business problems as machine learning problems
  • 1. Select appropriate machine learning approaches
  • 2. Define evaluation metrics
- Evaluate model performance
  • 1. Address overfitting and underfitting
  • 2. Interpret model metrics
- Train machine learning models
  • 1. Optimize training processes
  • 2. Choose suitable algorithms
  • 3. Tune hyperparameters

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