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AWS (Amazon)

AWS Certified Machine Learning - Specialty

This certification by Amazon validates expertise in building, training, tuning, and deploying machine learning models on AWS.

Prüfungscode

AWS Certifi

Dauer

180 min

Questions

65

Offizielle Voraussetzungen

  • Minimum 1-2 years experience developing and maintaining machine learning solutions on AWS
  • Proficiency in Python and ML frameworks such as TensorFlow, PyTorch, or scikit-learn
  • Practical experience with AWS services: SageMaker, S3, EC2, Lambda, IAM, and CloudWatch
  • Strong understanding of ML algorithms, feature engineering, model evaluation, and hyperparameter tuning
  • Familiarity with data engineering, ETL, data preprocessing, and model deployment and monitoring best practices
AWS Certified Machine Learning - Specialty

Gezielte Berufe

Machine Learning Engineer Data Scientist ML Architect MLOps Engineer AI/ML Developer
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Domain-Blaupause

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Data Engineering covers the features and performance characteristics of storage services and solutions for machine learning workloads.
Exploratory Data Analysis includes understanding methods for cleaning and preparing data, and ensuring data quality for machine learning tasks.
Modeling involves framing business problems as machine learning problems, performing feature engineering, and selecting appropriate machine learning models.
This domain focuses on deploying and operationalizing machine learning models, including understanding model monitoring, optimization, and error analysis.

Lerntipp

Practice end-to-end ML on AWS SageMaker, implement model training, tuning, deployment, monitoring; review official exam guide, whitepapers, and timed practice exams.

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