AI Infrastructure and Operations Fundamentals
Completed by Hoi Ching Mok
March 23, 2025
12 hours (approximately)
Hoi Ching Mok'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: Data Infrastructure
- Category: Machine Learning
- Category: AI Orchestration
- Category: Cloud Infrastructure
- Category: Information Technology Operations
- Category: IT Infrastructure
- Category: Hardware Architecture
- Category: MLOps (Machine Learning Operations)
- Category: Computer Architecture
- Category: Generative AI
- Category: Data Centers
- Category: Deep Learning
