ai-infra-curriculum/ai-infra-performance-learning
AI Infrastructure Performance Engineer Learning Track - GPU optimization, inference optimization, and cost reduction
This is a specialized learning track for senior AI infrastructure and ML platform engineers. It helps you optimize deep learning models and infrastructure for production, focusing on reducing costs and improving speed. You'll take in knowledge about GPU architecture, model compression, and high-performance inference systems, and you'll put out optimized, production-ready AI/ML systems. It is designed for engineers who manage and deploy large-scale AI.
Use this if you are a senior AI infrastructure or ML platform engineer responsible for optimizing the performance and cost-efficiency of deep learning models in production environments.
Not ideal if you are new to AI/ML or lack strong programming skills in Python and experience with frameworks like PyTorch or TensorFlow.
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Last pushed
Nov 03, 2025
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