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Data Engineering with Google Cloud Platform
book

Data Engineering with Google Cloud Platform

by Adi Wijaya
March 2022
Beginner to intermediate content levelBeginner to intermediate
440 pages
9h 43m
English
Packt Publishing
Content preview from Data Engineering with Google Cloud Platform

Chapter 1: Fundamentals of Data Engineering

Years ago, when I first entered the data science world, I used to think data was clean. Clean in terms of readiness, available in one place, and ready for fun data science purposes. I was so excited to experiment with machine learning models, finding unusual patterns in data and playing around with clean data. But after years of experience working with data, I realized that data science in big organizations isn't straightforward. 

Eighty percent of the effort goes into collecting, cleaning, and transforming the data. If you have had any experience in working with data, I am sure you've noticed something similar. But the good news is, we know that almost all processes can be automated using proper planning, ...

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Publisher Resources

ISBN: 9781800561328Supplemental Content