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What is ML Infrastructure for Machine Learning about?

This document discusses machine learning infrastructure and platforms. It covers the key components of ML infrastructure including the storage and compute layer. The storage layer refers to where data is collected and stored, ranging from simple HDD/SSD to complex data lakes and warehouses. The compute layer refers to the resources used to execute jobs, such as CPU/GPU cores, and is evaluated based on metrics like memory, speed of operations (FLOPS), utilization, and cost. Different companies have varying i

Author

jamer estrada

Language

EN