AI Infrastructure and Operations Fundamentals
Completed by CHEANG KEEN MENG, ALVIN
April 29, 2024
11 hours (approximately)
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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: LLM Application
- Category: Data Infrastructure
- Category: Cloud Infrastructure
- Category: Machine Learning
- Category: Artificial Neural Networks
- Category: Generative Model Architectures
- Category: Cloud Computing Architecture
- Category: AI Orchestration
- Category: Model Deployment
- Category: Artificial Intelligence
- Category: Large Language Modeling
- Category: AI Workflows
