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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.

考试代码

AWS Certifi

持续时间

180 min

Questions

65

官方先决条件

  • 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

目标职业

Machine Learning Engineer Data Scientist ML Architect MLOps Engineer AI/ML Developer
相关文章

领域蓝图

ExamBoot模拟引擎与官方考试大纲同步。我们的自适应问题库优先考虑您快速实现目标。.

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.

学习提示

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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