Szczegóły ebooka

Data Science with SQL Server Quick Start Guide. Integrate SQL Server with data science

Data Science with SQL Server Quick Start Guide. Integrate SQL Server with data science

Dejan Sarka

Ebook
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.
  • 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
  • Tytuł: Data Science with SQL Server Quick Start Guide. Integrate SQL Server with data science
  • Autor: Dejan Sarka
  • Tytuł oryginału: Data Science with SQL Server Quick Start Guide. Integrate SQL Server with data science
  • ISBN: 9781789537130, 9781789537130
  • Data wydania: 2018-08-31
  • Format: Ebook
  • Identyfikator pozycji: e_157z
  • Wydawca: Packt Publishing