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Hands-On Data Science with SQL Server 2017
Hands-On Data Science with SQL Server 2017

Hands-On Data Science with SQL Server 2017: Perform end-to-end data analysis to gain efficient data insight

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Profile Icon Marek Chmel Profile Icon Vladimír Mužný
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$12.99 per month
Paperback Nov 2018 506 pages 1st Edition
eBook
$39.99
Paperback
$48.99
Subscription
Free Trial
Renews at $12.99p/m
Arrow left icon
Profile Icon Marek Chmel Profile Icon Vladimír Mužný
Arrow right icon
$12.99 per month
Paperback Nov 2018 506 pages 1st Edition
eBook
$39.99
Paperback
$48.99
Subscription
Free Trial
Renews at $12.99p/m
eBook
$39.99
Paperback
$48.99
Subscription
Free Trial
Renews at $12.99p/m

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Hands-On Data Science with SQL Server 2017

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Key benefits

  • Perform end-to-end data analysis—from exploration to visualization
  • Real-world examples, tasks, and interview queries to be a proficient data scientist
  • Understand how SQL is used for big data processing using HiveQL and SparkSQL

Description

SQL Server is a relational database management system that enables you to cover end-to-end data science processes using various inbuilt services and features. Hands-On Data Science with SQL Server 2017 starts with an overview of data science with SQL to understand the core tasks in data science. You will learn intermediate-to-advanced level concepts to perform analytical tasks on data using SQL Server. The book has a unique approach, covering best practices, tasks, and challenges to test your abilities at the end of each chapter. You will explore the ins and outs of performing various key tasks such as data collection, cleaning, manipulation, aggregations, and filtering techniques. As you make your way through the chapters, you will turn raw data into actionable insights by wrangling and extracting data from databases using T-SQL. You will get to grips with preparing and presenting data in a meaningful way, using Power BI to reveal hidden patterns. In the concluding chapters, you will work with SQL Server integration services to transform data into a useful format and delve into advanced examples covering machine learning concepts such as predictive analytics using real-world examples. By the end of this book, you will be in a position to handle the growing amounts of data and perform everyday activities that a data science professional performs.

Who is this book for?

Hands-On Data Science with SQL Server 2017 is intended for data scientists, data analysts, and big data professionals who want to master their skills learning SQL and its applications. This book will be helpful even for beginners who want to build their career as data science professionals using the power of SQL Server 2017. Basic familiarity with SQL language will aid with understanding the concepts covered in this book.

What you will learn

  • Understand what data science is and how SQL Server is used for big data processing
  • Analyze incoming data with SQL queries and visualizations
  • Create, train, and evaluate predictive models
  • Make predictions using trained models and establish regular retraining courses
  • Incorporate data source querying into SQL Server
  • Enhance built-in T-SQL capabilities using SQLCLR
  • Visualize data with Reporting Services, Power View, and Power BI
  • Transform data with R, Python, and Azure

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Nov 29, 2018
Length: 506 pages
Edition : 1st
Language : English
ISBN-13 : 9781788996341
Vendor :
Microsoft
Category :
Languages :
Concepts :
Tools :

What do you get with a Packt Subscription?

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Product feature icon Unlimited ad-free access to the largest independent learning library in tech. Access this title and thousands more!
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.
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Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
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Product Details

Publication date : Nov 29, 2018
Length: 506 pages
Edition : 1st
Language : English
ISBN-13 : 9781788996341
Vendor :
Microsoft
Category :
Languages :
Concepts :
Tools :

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Frequently bought together


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Total $ 146.97
Data Science with SQL Server Quick Start Guide
$36.99
Hands-On Data Science with SQL Server 2017
$48.99
SQL Server 2017 Developer???s Guide
$60.99
Total $ 146.97 Stars icon
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Table of Contents

12 Chapters
Data Science Overview Chevron down icon Chevron up icon
SQL Server 2017 as a Data Science Platform Chevron down icon Chevron up icon
Data Sources for Analytics Chevron down icon Chevron up icon
Data Transforming and Cleaning with T-SQL Chevron down icon Chevron up icon
Data Exploration and Statistics with T-SQL Chevron down icon Chevron up icon
Custom Aggregations on SQL Server Chevron down icon Chevron up icon
Data Visualization Chevron down icon Chevron up icon
Data Transformations with Other Tools Chevron down icon Chevron up icon
Predictive Model Training and Evaluation Chevron down icon Chevron up icon
Making Predictions Chevron down icon Chevron up icon
Getting It All Together - A Real-World Example Chevron down icon Chevron up icon
Next Steps with Data Science and SQL Chevron down icon Chevron up icon
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