AI Infrastructure and Operations Fundamentals
Completed by Jingxiang Zhou
August 24, 2024
11 hours (approximately)
Jingxiang Zhou'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: Large Language Modeling
- Category: Deep Learning
- Category: Data Centers
- Category: AI literacy
- Category: Generative AI
- Category: Cloud Deployment
- Category: MLOps (Machine Learning Operations)
- Category: Artificial Intelligence and Machine Learning (AI/ML)
- Category: Devops Tools
- Category: Infrastructure Architecture
- Category: AI Workflows
- Category: Cloud Management
