AWS: Machine Learning & MLOps Foundations
Completed by Ravi Sunkara
November 12, 2025
5 hours (approximately)
Ravi Sunkara'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: Data Preprocessing
- Category: Amazon Web Services
- Category: Classification Algorithms
- Category: Data Processing
- Category: Machine Learning
- Category: Unsupervised Learning
- Category: Supervised Learning
- Category: Model Evaluation
- Category: Model Deployment
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Machine Learning Algorithms
- Category: MLOps (Machine Learning Operations)
