AWS: Machine Learning & MLOps Foundations
Completed by Giorgio TESTA
February 8, 2026
5 hours (approximately)
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What you will learn
Explore the core concepts of Machine Learning and how it differs from AI and Deep Learning.
Introduce key AWS services and MLOps practices for managing the end-to-end ML lifecycle.
Explore how to build and evaluate classification and regression models using AWS ML services.
Differentiate between batch and real-time inferencing methods and identify suitable use cases for each.
Skills you will gain
- Category: Data Preprocessing
- Category: Applied Machine Learning
- Category: AWS SageMaker
- Category: Machine Learning
- Category: Model Deployment
- Category: Machine Learning Methods
- Category: Machine Learning Algorithms
- Category: Classification Algorithms
- Category: Amazon Web Services
- Category: Model Training
- Category: Predictive Modeling
- Category: Model Evaluation
