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Key benefits

Use mock datasets to explore data with the BigQuery web UI, bq CLI, and BigQuery API in the Cloud console

Master optimization techniques for storage and query performance in BigQuery

Engage with case studies on data exploration and preparation for advertising, transportation, and customer support data

Purchase of the print or Kindle book includes a free PDF eBook

Description

Data professionals encounter a multitude of challenges such as handling large volumes of data, dealing with data silos, and the lack of appropriate tools. Datasets often arrive in different conditions and formats, demanding considerable time from analysts, engineers, and scientists to process and uncover insights. The complexity of the data life cycle often hinders teams and organizations from extracting the desired value from their data assets. Data Exploration and Preparation with BigQuery offers a holistic solution to these challenges. The book begins with the basics of BigQuery while covering the fundamentals of data exploration and preparation. It then progresses to demonstrate how to use BigQuery for these tasks and explores the array of big data tools at your disposal within the Google Cloud ecosystem. The book doesn’t merely offer theoretical insights; it’s a hands-on companion that walks you through properly structuring your tables for query efficiency and ensures adherence to data preparation best practices. You’ll also learn when to use Dataflow, BigQuery, and Dataprep for ETL and ELT workflows. The book will skillfully guide you through various case studies, demonstrating how BigQuery can be used to solve real-world data problems. By the end of this book, you’ll have mastered the use of SQL to explore and prepare datasets in BigQuery, unlocking deeper insights from data.

Who is this book for?

This book is for data analysts seeking to enhance their data exploration and preparation skills using BigQuery. It guides anyone using BigQuery as a data warehouse to extract business insights from large datasets. A basic understanding of SQL, reporting, data modeling, and transformations will assist with understanding the topics covered in this book.

What you will learn

Assess the quality of a dataset and learn best practices for data cleansing

Prepare data for analysis, visualization, and machine learning

Explore approaches to data visualization in BigQuery

Apply acquired knowledge to real-life scenarios and design patterns

Set up and organize BigQuery resources

Use SQL and other tools to navigate datasets

Implement best practices to query BigQuery datasets

Gain proficiency in using data preparation tools, techniques, and strategies

What do you get with Print?

Instant access to your digital eBook copy whilst your Print order is Shipped

Colour book shipped to your preferred address

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

Frequently bought together

Data Engineering with Google Cloud Platform

€52.99

Database Design and Modeling with Google Cloud

€26.99

Data Exploration and Preparation with BigQuery

€27.99

Total € 107.97

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What is the delivery time and cost of print book?

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On the off chance your printed book arrives damaged, with book material defect, contact our Customer Relation Team on [email protected] within 14 days of receipt of the book with appropriate evidence of damage and we will work with you to secure a replacement copy, if necessary. Please note that each printed book you order from us is individually made by Packt's professional book-printing partner which is on a print-on-demand basis.

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What is the delivery time and cost of print books?

Shipping Details

USA:

Economy: Delivery to most addresses in the US within 10-15 business days

Premium: Trackable Delivery to most addresses in the US within 3-8 business days

UK:

Economy: Delivery to most addresses in the U.K. within 7-9 business days.
Shipments are not trackable

Premium: Trackable delivery to most addresses in the U.K. within 3-4 business days!
Add one extra business day for deliveries to Northern Ireland and Scottish Highlands and islands

EU:

Premium: Trackable delivery to most EU destinations within 4-9 business days.

Australia:

India:

Premium: Delivery to most Indian addresses within 5-6 business days

Rest of the World:

Premium: Countries in the American continent: Trackable delivery to most countries within 4-7 business days

Asia:

Premium: Delivery to most Asian addresses within 5-9 business days

Unfortunately, due to several restrictions, we are unable to ship to the following countries:

Afghanistan
American Samoa
Belarus
Brunei Darussalam
Central African Republic
The Democratic Republic of Congo
Eritrea
Guinea-bissau
Iran
Lebanon
Libiya Arab Jamahriya
Somalia
Sudan
Russian Federation
Syrian Arab Republic
Ukraine
Venezuela

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Amazon verified reviews

Amazon Customer Dec 09, 2023

The author is successfully able to present the material in a clear and concise way. I found the book extremely helpful! Highly recommend!

Amazon Verified review

Kindle Customer Dec 09, 2023

In today’s world where data is of utmost importance, this book provides a wealth of knowledge into various insights for business to leverage to apply real world strategies. Highly recommend as an easy to follow and informative guide for anyone looking to learn more about making better data supported decisions.

Thomas Frantzen Dec 14, 2023

An essential guide for anyone in data and mastering BigQuery! It goes beyond the basics with comprehensive insights, practical techniques, and realistic examples for data exploration, preparation, and analysis. Super helpful!

I found the information very helpful. Well done......

Ross K. Dec 09, 2023

Book is a wealth of knowledge and deep dive into big query and data exploration. Highly recommend.

Data Exploration and Preparation with BigQuery: A practical guide to cleaning, transforming, and analyzing data for business insights

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