Remove 10 aws-storage-cost-optimization-principles
article thumbnail

Keeping an eye on your cattle using AI technology

AWS Machine Learning Blog

At Amazon Web Services (AWS) , not only are we passionate about providing customers with a variety of comprehensive technical solutions, but we’re also keen on deeply understanding our customers’ business processes. This method is called working backwards at AWS. Project background Milk is a nutritious beverage.

AWS 96
article thumbnail

ML Pipeline Architecture Design Patterns (With 10 Real-World Examples)

The MLOps Blog

This blog will answer these questions by exploring the following: 1 What is pipeline architecture and design consideration, and what are the advantages of understanding it? As usage increased, the system had to be scaled vertically, approaching AWS instance-type limits.

ML 52
article thumbnail

Definite Guide to Building a Machine Learning Platform

The MLOps Blog

Not only does the platform give your team the tools and infrastructure they need to build and operate models at scale, but it also applies standard engineering and MLOps principles to all use cases. The principles of MLOps can actively help you frame how you define the goals of your machine learning platform. .