noahgift/cloud-data-analysis-at-scale
[Course-2020-2023] taught at Duke MIDS. This is also a Coursera Course that covers MLOps, ML Engineering and the foundations of Cloud Computing for Data Science.
This course helps data professionals learn how to analyze large datasets and build machine learning solutions using cloud technologies. It takes you from foundational cloud concepts to advanced MLOps practices, equipping you with the skills to design and deploy scalable data pipelines and AI applications. This is designed for data scientists, machine learning engineers, and data engineers looking to leverage cloud platforms.
146 stars. No commits in the last 6 months.
Use this if you are a data professional who needs to understand how to build, deploy, and manage data analysis and machine learning workflows in a cloud environment.
Not ideal if you are looking for a basic introduction to programming or statistics, or if your projects do not involve large-scale data or cloud infrastructure.
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Jan 10, 2025
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