Data Science with SQL Server Quick Start Guide: Integrate SQL Server with data science
Authors: Dejan Sarka
ISBN-10: 1789537126
ISBN-13: 9781789537123
Publication Date 出版日期: 2018-08-31
Print Length 页数: 206 pages
Book Description
By finelybook
SQL Server only started to fully support data science with its two most recent editions. If you are a professional from both worlds,SQL Server and data science,and interested in using SQL Server and Machine Learning (ML) Services for your projects,then this is the ideal book for you.
This book is the ideal introduction to data science with Microsoft SQL Server and In-Database ML Services. It covers all stages of a data science project,from businessand data understanding,through data overview,data preparation,modeling and using algorithms,model evaluation,and deployment.
You will learn to use the engines and languages that come with SQL Server,including ML Services with R and Python languages and Transact-SQL. You will also learn how to choose which algorithm to use for which task,and learn the working of each algorithm.
Contents
1: WRITING QUERIES WITH T-SQL
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
What You Will Learn
Use the popular programming languages,T-SQL,R,and Python,for data science
Understand your data with queries and introductory statistics
Create and enhance the datasets for ML
Visualize and analyze data using basic and advanced graphs
Explore ML using unsupervised and supervised models
Deploy models in SQL Server and perform predictions
Authors
Dejan Sarka
Dejan Sarka,MCT and Microsoft Data Platform MVP,is an independent trainer and consultant who focuses on the development of database and business intelligence applications. Besides projects,he spends about half his time on training and mentoring. He is the founder of the Slovenian SQL Server and .NET Users Group. He is the main author or co author of many books about databases and SQL Server. The last three books before this one were published by Packt,and their titles were SQL Server 2016 Developer’s Guide,SQL Server 2017 Integration Services Cookbook,and SQL Server 2016 Developer’s Guide. Dejan Sarka has also developed many courses and seminars for Microsoft,SolidQ,and Pluralsight.
