{"product_id":"9781789537130","title":"Data Science with SQL Server Quick Start Guide: Integrate SQL Server with data science","description":"\u003cp\u003e\u003cb\u003eGet unique insights from your data by combining the power of SQL Server, R and Python\u003c\/b\u003e\u003c\/p\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003cul\u003e\n\u003cli\u003eUse the features of SQL Server 2017 to implement the data science project life cycle\u003c\/li\u003e\n\u003cli\u003eLeverage the power of R and Python to design and develop efficient data models\u003c\/li\u003e\n\u003cli\u003efind unique insights from your data with powerful techniques for data preprocessing and analysis\u003c\/li\u003e\n\u003c\/ul\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003cp\u003eSQL 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.\u003c\/p\u003e\u003cp\u003eThis 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 business and data understanding, through data overview, data preparation, modeling and using algorithms, model evaluation, and deployment.\u003c\/p\u003e\u003cp\u003eYou 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.\u003c\/p\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003cul\u003e\n\u003cli\u003eUse the popular programming languages,T-SQL, R, and Python, for data science\u003c\/li\u003e\n\u003cli\u003eUnderstand your data with queries and introductory statistics\u003c\/li\u003e\n\u003cli\u003eCreate and enhance the datasets for ML\u003c\/li\u003e\n\u003cli\u003eVisualize and analyze data using basic and advanced graphs\u003c\/li\u003e\n\u003cli\u003eExplore ML using unsupervised and supervised models\u003c\/li\u003e\n\u003cli\u003eDeploy models in SQL Server and perform predictions\u003c\/li\u003e\n\u003c\/ul\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003cp\u003eSQL Server professionals who want to start with data science, and data scientists who would like to start using SQL Server in their projects will find this book to be useful. Prior exposure to SQL Server will be helpful.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":46435083616497,"sku":"9781789537130","price":31.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9781789537130_p0.jpg?v=1766068580","url":"https:\/\/shop.barnesandnoble.com\/products\/9781789537130","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}