December 2017
Beginner to intermediate
404 pages
11h 12m
English
Content preview from Data Science on the Google Cloud PlatformBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Index
Symbols
- %bash (Jupyter magic), Jupyter Magic for Google Cloud Platform
- %bigquery (Jupyter magic), Jupyter Magic for Google Cloud Platform
- --help command, Interacting with Google Cloud Platform
A
- access control, Controlling Access to MySQL, Access Control-Access Control
- acknowledgments, Acknowledgments
- aggregated streaming data, Streaming aggregation
- (see also time-windowed aggregate features)
- Agile development, Exploratory Data Analysis
- Airline On-time Performance Data
- causality constraints in, Knowability
- data exploration and cleanup, Exploration and Cleanup-Exploration and Cleanup
- data included in, Airline On-Time Performance Data
- data processing architectures, Why Not Store the Data in Situ?-Data in Situ with Colossus and Jupiter
- data, ingesting, Ingesting Data-Uploading Data to Google Cloud Storage
- dataset attributes, Dataset Fields
- downloading, Download Procedure, Dataset Download
- loading into BigQuery, Loading Flights Data into BigQuery-Reading a query explanation
- scheduling monthly downloads, Scheduling Monthly Downloads-Scheduling the Cloud Function
- training-serving skew in, Training–Serving Skew
- allAuthenticatedUsers access, Access Control
- allUsers access, Access Control
- Apache Beam
- adding time zone information, Adding Time Zone Information
- Beam pipeline, Apache Beam/Cloud Dataflow
- converting times to UTC, Converting Times to UTC-Converting Times to UTC
- correcting dates, Correcting Dates
- creating events, Creating Events
- filtering data with, Filtering with Beam-Filtering with Beam
- Java code development ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.