AWS: Machine Learning & MLOps Foundations
Completed by vineetha kondameedi
November 7, 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 Evaluation
- Category: Machine Learning Algorithms
- Category: Amazon Web Services
- Category: Model Training
- Category: Data Preprocessing
- Category: Applied Machine Learning
- Category: Machine Learning Methods
- Category: Classification Algorithms
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Data Processing
- Category: Unsupervised Learning
- Category: MLOps (Machine Learning Operations)
