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The CLF-C01 exam, officially known as the CLF-C01 Study Guide AWS Certified Machine Learning – Specialty exam, is designed for individuals who have experience in data engineering, machine learning (ML), and cloud computing. The certification exam focuses on validating your knowledge of machine learning workflows, building and deploying machine learning models, and designing machine learning solutions using AWS services.
The exam tests your proficiency in the following domains:
1. Data Engineering: Building datasets and preparing data for analysis.
2. Exploratory Data Analysis: Identifying patterns in data and selecting appropriate models.
3. Modeling: Training and optimizing machine learning models.
4. Machine Learning Implementation and Operations: Deploying, monitoring, and troubleshooting machine learning models.
5. Model Deployment: Implementing scalable machine learning systems using AWS services like SageMaker.
Since this is a high-level certification exam, it is recommended that you have hands-on experience with machine learning on AWS, and a solid understanding of core AWS services such as EC2, S3, and SageMaker.

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