AWS: Machine Learning & MLOps Foundations
Completed by Ashish Dinesh Alva
November 29, 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: Model Training
- Category: Model Evaluation
- Category: Supervised Learning
- Category: Applied Machine Learning
- Category: Amazon Web Services
- Category: Predictive Modeling
- Category: Data Processing
- Category: Model Deployment
- Category: Machine Learning Methods
- Category: MLOps (Machine Learning Operations)
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Unsupervised Learning
