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Data Science with SQL Server Quick Start Guide

You're reading from   Data Science with SQL Server Quick Start Guide Integrate SQL Server with data science

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Product type Paperback
Published in Aug 2018
Publisher Packt
ISBN-13 9781789537123
Length 206 pages
Edition 1st Edition
Languages
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Author (1):
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Dejan Sarka Dejan Sarka
Author Profile Icon Dejan Sarka
Dejan Sarka
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Table of Contents (10) Chapters Close

Preface 1. Writing Queries with T-SQL FREE CHAPTER 2. Introducing R 3. Getting Familiar with Python 4. Data Overview 5. Data Preparation 6. Intermediate Statistics and Graphs 7. Unsupervised Machine Learning 8. Supervised Machine Learning 9. Other Books You May Enjoy

Preface

The book will give you a jump-start in data science with Microsoft SQL Server and in-database Machine Learning Services (ML Services). It covers all stages of a data science project, from business and data understanding through data overview, data preparation, and modeling, to using algorithms, model evaluation, and deployment. The book shows how to use the engines and languages that come with SQL Server, including ML Services with R, Python, and Transact-SQL (T-SQL). You will find useful code examples in all three languages mentioned. The book also shows which algorithms to use for which tasks, and briefly explains each algorithm.

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