عنوان

Data science for dummies

شابک

9781118841457

شابک

9781118841525

شابک اشتباه

978111841556

شماره

dltt

عنوان اصلي

Data science for dummies

نام عام مواد

[Book]

نام نخستين پديدآور

by Lillian Pierson ; foreword by Jake Porway, Founder and Executive Director of DataKind.

نام خاص و کميت اثر

1 online resource (xvi, 384 pages) :

ساير جزييات

illustrations, maps.

عنوان فروست

For dummies

متن يادداشت

This is the perfect starting point for IT professionals and students interested in making sense of their organization's massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you'll develop the know-how you need to effectively interpret data. This book provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysis; details different data visualization techniques that can be used to showcase and summarize your data; explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques; includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark. --

عنوان

Data science for dummies

شماره استاندارد بين المللي کتاب و موسيقي

978111841556

موضوع مستند نشده

Big data.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Information technology.

موضوع مستند نشده

Information visualization.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

Relational databases.

مستند نام اشخاص تاييد نشده

Pierson, Lillian

مستند نام اشخاص تاييد نشده

Porway, Jake

مستند نام تنالگان تاييد نشده

Books24x7, Inc.

تاريخ عمليات

20150804134500.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y