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Applied Machine Learning with BigQuery on Google Cloud
Applied Machine Learning with BigQuery on Google Cloud

Applied Machine Learning with BigQuery on Google Cloud: Building Machine Learning Models at Scale

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Profile Icon Mike West
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Video Nov 2021 2hrs 28mins 1st Edition
Video
NZ$14.99 NZ$26.99
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Free Trial
Arrow left icon
Profile Icon Mike West
Arrow right icon
Free Trial
Video Nov 2021 2hrs 28mins 1st Edition
Video
NZ$14.99 NZ$26.99
Subscription
Free Trial
Video
NZ$14.99 NZ$26.99
Subscription
Free Trial

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Key benefits

  • Get a good introductory grounding in Google Cloud Platform, specific to BigQuery
  • Understand the history, architecture, and use cases of BigQuery for machine learning engineers
  • Discover relevant materials and resource files to reinforce your learning

Description

Right now, applied machine learning is one of the most in-demand career fields in the world, and will continue to be for some time. Most of the applied machine learning is supervised. That means models are built against existing datasets. Most real-world machine learning models are built in the cloud or on large on-premises boxes. In the real world, we don’t build models on laptops or on desktop computers. Google Cloud Platform’s BigQuery is a serverless, petabyte-scale data warehouse designed to house structured datasets and enable lightning-fast SQL queries. Data scientists and machine learning engineers can easily move their large datasets to BigQuery without having to worry about scale or administration, so you can focus on the tasks that really matter—generating powerful analysis and insights. This course covers the basics of applied machine learning and an introduction to BigQuery ML. You will also learn how to build your own machine learning models at scale using BigQuery. By the end of this course, you will be able to harness the benefits of GCP’s fully managed data warehousing service. All resources to this course are placed here: https://github.com/PacktPublishing/Applied-Machine-Learning-with-BigQuery-on-Google-s-Cloud

Who is this book for?

If you’re interested in building real-world models at scale, using BigQuery, and learning the most used service on GCP, this course is for you. This is a mid-level course, and basic experience with SQL and Python will help you get the most out of this course.

What you will learn

  • Understand BigQuery specific to machine learning
  • Learn the basics of Google Cloud Platform, specific to BigQuery
  • Learn the basics of applied machine learning from a machine learning engineer
  • Learn how to build machine learning models at scale using BigQuery
  • Introduction to BigQuery ML
  • Learn the basics of applied machine learning

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Nov 18, 2021
Length: 2hrs 28mins
Edition : 1st
Language : English
ISBN-13 : 9781803244389
Category :
Tools :

What do you get with a Packt Subscription?

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Product feature icon 50+ new titles added per month, including many first-to-market concepts and exclusive early access to books as they are being written.
Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
Subscribe now
View plans & pricing

Product Details

Publication date : Nov 18, 2021
Length: 2hrs 28mins
Edition : 1st
Language : English
ISBN-13 : 9781803244389
Category :
Tools :

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Frequently bought together


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Total NZ$ 189.97 201.97 12.00 saved
Applied Machine Learning with BigQuery on Google Cloud
NZ$14.99 NZ$26.99
Data Engineering with Google Cloud Platform
NZ$102.99
Machine Learning with BigQuery ML
NZ$71.99
Total NZ$ 189.97 201.97 12.00 saved Stars icon
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Table of Contents

6 Chapters
Introduction Chevron down icon Chevron up icon
BigQuery Basics Chevron down icon Chevron up icon
An Introduction to Applied Machine Learning Chevron down icon Chevron up icon
Machine Learning Libraries Chevron down icon Chevron up icon
Classification and Regression Chevron down icon Chevron up icon
Machine Learning with BigQuery Chevron down icon Chevron up icon
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