AWS: Machine Learning & MLOps Foundations
Completed by Ravi Sunkara
November 12, 2025
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: Classification Algorithms
- Category: Amazon Web Services
- Category: Model Training
- Category: Data Processing
- Category: MLOps (Machine Learning Operations)
- Category: Machine Learning Algorithms
- Category: Model Evaluation
- Category: Supervised Learning
- Category: Predictive Modeling
- Category: Applied Machine Learning
- Category: Model Deployment
- Category: Machine Learning
