AI Infrastructure and Operations Fundamentals
Completed by Haoji Zeng
September 4, 2024
11 hours (approximately)
Haoji Zeng'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: Cloud Deployment
- Category: Data Infrastructure
- Category: Infrastructure Architecture
- Category: AI Workflows
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: MLOps (Machine Learning Operations)
- Category: Generative AI
- Category: Machine Learning
- Category: Cloud Management
- Category: Network Infrastructure
- Category: Cloud Infrastructure
- Category: Data Centers
