AWS: Machine Learning & MLOps Foundations
Completed by Juan Martinez Leon
November 22, 2025
5 hours (approximately)
Juan Martinez Leon's account is verified. Coursera certifies their successful completion of AWS: Machine Learning & MLOps Foundations
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: Applied Machine Learning
- Category: Model Deployment
- Category: Data Processing
- Category: Unsupervised Learning
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Amazon Web Services
- Category: Predictive Modeling
- Category: Machine Learning
- Category: AWS SageMaker
- Category: Data Preprocessing
- Category: Classification Algorithms
- Category: Machine Learning Algorithms
