{"product_id":"hands-on-big-data-modeling-effective-database-design-techniques-for-data-architects-and-business-intelligence-professionals-9781788620901","title":"Hands-On Big Data Modeling: Effective database","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eSolve all big data problems by learning how to create efficient data models\u003c\/b\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eCreate effective models that get the most out of big data\u003c\/li\u003e\n\u003cli\u003eApply your knowledge to datasets from Twitter and weather data to learn big data\u003c\/li\u003e\n\u003cli\u003eTackle different data modeling challenges with expert techniques presented in this book\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eModeling and managing data is a central focus of all big data projects. In fact, a database is considered to be effective only if you have a logical and sophisticated data model. This book will help you develop practical skills in modeling your own big data projects and improve the performance of analytical queries for your specific business requirements.\u003c\/p\u003e\u003cp\u003eTo start with, you’ll get a quick introduction to big data and understand the different data modeling and data management platforms for big data. Then you’ll work with structured and semi-structured data with the help of real-life examples. Once you’ve got to grips with the basics, you’ll use the SQL Developer Data Modeler to create your own data models containing different file types such as CSV, XML, and JSON. You’ll also learn to create graph data models and explore data modeling with streaming data using real-world datasets.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you’ll be able to design and develop efficient data models for varying data sizes easily and efficiently.\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eGet insights into big data and discover various data models\u003c\/li\u003e\n\u003cli\u003eExplore conceptual, logical, and big data models\u003c\/li\u003e\n\u003cli\u003eUnderstand how to model data containing different file types\u003c\/li\u003e\n\u003cli\u003eRun through data modeling with examples of Twitter, Bitcoin, IMDB and weather data modeling\u003c\/li\u003e\n\u003cli\u003eCreate data models such as Graph Data and Vector Space\u003c\/li\u003e\n\u003cli\u003eModel structured and unstructured data using Python and R\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis book is great for programmers, geologists, biologists, and every professional who deals with spatial data. If you want to learn how to handle GIS, GPS, and remote sensing data, then this book is for you. Basic knowledge of R and QGIS would be helpful.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003eTable of Contents\u003col\u003e\n\u003cli\u003eIntroduction to Big Data and Data Management\u003c\/li\u003e\n\u003cli\u003eData Modeling and Data Management platforms for Big Data\u003c\/li\u003e\n\u003cli\u003eDefining Data Model\u003c\/li\u003e\n\u003cli\u003eCategorizing Data Model\u003c\/li\u003e\n\u003cli\u003eStructures of Data Model\u003c\/li\u003e\n\u003cli\u003eModeling Structured Data\u003c\/li\u003e\n\u003cli\u003eModeling with Unstructured Data\u003c\/li\u003e\n\u003cli\u003eModeling with Steaming Data \u003c\/li\u003e\n\u003cli\u003eStreaming Sensors Data\u003c\/li\u003e\n\u003cli\u003eConcept and Approaches of Big Data Management\u003c\/li\u003e\n\u003cli\u003eDBMS to BDMS\u003c\/li\u003e\n\u003cli\u003eBig Data Management Services and Vendors\u003c\/li\u003e\n\u003cli\u003eModeling Twitter Feeds using Python\u003c\/li\u003e\n\u003cli\u003eModeling Weather Data Points with Python\u003c\/li\u003e\n\u003cli\u003eModeling IMDB Data Points with Python\u003c\/li\u003e\n\u003c\/ol\u003e","brand":"Packt Publishing Limited","offers":[{"title":"Default Title","offer_id":51020490965335,"sku":"9781788620901","price":29.44,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781788620901.jpg?v=1750783552","url":"https:\/\/bookcurl.com\/products\/hands-on-big-data-modeling-effective-database-design-techniques-for-data-architects-and-business-intelligence-professionals-9781788620901","provider":"Book Curl","version":"1.0","type":"link"}