AWS: Machine Learning & MLOps Foundations
Completed by Chinmay Girish Paranjape
December 16, 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: Amazon Web Services
- Category: Model Deployment
- Category: Applied Machine Learning
- Category: Classification Algorithms
- Category: Predictive Modeling
- Category: AWS SageMaker
- Category: Machine Learning Algorithms
- Category: Model Evaluation
- Category: Supervised Learning
- Category: Machine Learning
- Category: Data Preprocessing
- Category: Data Processing
