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• Domain 4: Machine Learning Implementation and Operations 20%
• Domain 3: Modeling 36%
• Domain 1: Data Engineering 20%
• Domain 2: Exploratory Data Analysis 24%

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

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The AWS Certified Machine Learning - Specialty (MLS-C01) examination is intended for individuals who perform a development or data science role. This exam validates an examinee's ability to build, train, tune, and deploy machine learning (ML) models using the AWS Cloud.

Candidate must have 1-2 years of hands-on experience developing, architecting, or running ML/deep learning workloads on the AWS Cloud, along with:

• The ability to follow model-training best practices
• The ability to follow deployment and operational best practices
• Experience performing basic hyperparameter optimization
• Experience with ML and deep learning frameworks
• The ability to express the intuition behind basic ML algorithms

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