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Formation certifiante
Formation AWS Certified Machine Learning - Specialty
Expert
Formation de 50 heures pour certification Machine Learning Specialty. Maîtrisez SageMaker et services ML AWS, préparation données, et training modèles. Apprenez feature engineering, optimization hyperparamètres, et deployment. Couvre monitoring, performance tracking, et maintenance modèles. Certification pour data scientists et ML engineers AWS.
- Modalité
- Présentiel
- Durée
- 50 heures
- Organisateur
- Amazon Web Services
- Date limite
- 31/12/2026
Module 1: SageMaker
- SageMaker overview
- Notebook instances
- Built-in algorithms
Module 2: Data preparation
- Feature engineering
- Data transformation
- Data quality
Module 3: Training
- Algorithm selection
- Hyperparameter optimization
- Evaluation metrics
Module 4: Deployment
- Model deployment
- Inference optimization
- Endpoint management
Module 5: Operations
- Monitoring models
- Performance tracking
- Cost management
- SageMaker overview
- Notebook instances
- Built-in algorithms
Module 2: Data preparation
- Feature engineering
- Data transformation
- Data quality
Module 3: Training
- Algorithm selection
- Hyperparameter optimization
- Evaluation metrics
Module 4: Deployment
- Model deployment
- Inference optimization
- Endpoint management
Module 5: Operations
- Monitoring models
- Performance tracking
- Cost management