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Data Analysis at Scale in the Cloud

Course taught at Duke MIDS, Spring 2020 by Noah Gift.

Github Repos Referenced Duke Coursera Course

Course 1: Cloud Computing Foundations

Course 2: Cloud Computing Building Blocks

Lecture Topics:

Getting Started: [Week1]

Cloud Computing Foundations: [Week2]

Virtualization and Containers: [Week3 & Week 4]

Challenges and Opportunities in Distributed Computing: [Week 5 & Week 6]

Cloud Storage [Week 7 & Week 8]

Serverless [Week 9 & Week 10]

Managed ML Systems, Big Data and Edge Computer Vision [Week 11 & Week 12 & Week 13]

General

Student Example Projects

A practical guide to Data Science, Machine Learning Engineering and Data Engineering

Read Cloud Computing for Data Book cloud4data books

Text and Code License

The text and code content of notebooks and documents is released under the CC-BY-NC-ND license

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[Course-2021] taught at Duke MIDS. This is also a Coursera Course that goes live in early 2021. Stay Tuned!

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