AI Infrastructure and Operations Fundamentals
Completed by Sourav Dutta
August 27, 2025
11 hours (approximately)
Sourav Dutta's account is verified. Coursera certifies their successful completion of AI Infrastructure and Operations Fundamentals
What you will learn
Explore diverse applications of AI across various industries. Understand concepts like Machine Learning, Deep Leaning, training and inference.
Trace the evolution of AI Technologies. From its inception to the revolutionary advances brought by Generative AI, and the role of GPUs.
You will become familiar with deep learning frameworks and AI software stack.
Learn about considerations when deploying AI workloads on a data center on prem, in the cloud, on a hybrid model, or on a multi-cloud environment.
Skills you will gain
- Category: Deep Learning
- Category: Data Centers
- Category: AI literacy
- Category: Cloud Infrastructure
- Category: Infrastructure Architecture
- Category: AI Workflows
- Category: Cloud Deployment
- Category: MLOps (Machine Learning Operations)
- Category: Generative AI
- Category: Large Language Modeling
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Machine Learning
