A User's Guide to Business Analytics

افزودن به بوکمارک اشتراک گذاری 0 دیدگاه کاربران 3 (1)

مشارکت: عنوان و توضیح کوتاه هر کتاب را ترجمه کنید این ترجمه بعد از تایید با نام شما در سایت نمایش داده خواهد شد.

ترجمه این کتاب مشاهده همه کتاب های ترجمه نشده

از خودتان درباره کتاب توضیح کوتاهی بنویسید

A User's Guide to Business Analytics provides a comprehensive discussion of statistical methods useful to the business analyst. Methods are developed from a fairly basic level to accommodate readers who have limited training in the theory of statistics. A substantial number of case studies and numerical illustrations using the R-software package are provided for the benefit of motivated beginners who want to get a head start in analytics as well as for experts on the job who will benefit by using this text as a reference book.

The book is comprised of 12 chapters. The first chapter focuses on business analytics, along with its emergence and application, and sets up a context for the whole book. The next three chapters introduce R and provide a comprehensive discussion on descriptive analytics, including numerical data summarization and visual analytics. Chapters five through seven discuss set theory, definitions and counting rules, probability, random variables, and probability distributions, with a number of business scenario examples. These chapters lay down the foundation for predictive analytics and model building.

Chapter eight deals with statistical inference and discusses the most common testing procedures. Chapters nine through twelve deal entirely with predictive analytics. The chapter on regression is quite extensive, dealing with model development and model complexity from a user's perspective. A short chapter on tree-based methods puts forth the main application areas succinctly. The chapter on data mining is a good introduction to the most common machine learning algorithms. The last chapter highlights the role of different time series models in analytics. In all the chapters, the authors showcase a number of examples and case studies and provide guidelines to users in the analytics field.

لغو

گزارش تخلف

مغایرت عنوان کتاب با توضیحات و تصویر جلد
عدم رعایت حقوق نشر طبق قوانین جمهوری اسلامی ایران
محتوای مستهجن
توهین به قومیتها و محتوای نژادپرستی
توهین به اقیلیتهای مذهبی
اهانت به مقامات سیاسی و مذهبی
اشاعه ی کودک آزاری
سایر موارد

بستن

فرمت کتاب

ebook

زبان

english

تاریخ انتشار

2016

نویسنده

Srabashi Basu

ناشر

CRC Press

شابک

9781466591653

20,000 تومان

خرید کتاب مطالعه نمونه درخواست ترجمه کتاب

خرید کتاب A User's Guide to Business Analytics

A User's Guide to Business Analytics

گزارش تخلف

فرمت کتاب

ebook

زبان

english

تاریخ انتشار

2016

نویسنده

ناشر

شابک

کتاب های مرتبط

A User's Guide to Business Analytics

Big Data

Behind Every Good Decision

Predictive Business Analytics

Heuristics in Analytics

Restoring the Soul of Business

Getting started with business analytics : insightful decision-making

Optimization Based Data Mining

Statistical spoken language understanding systems

Big Data in Radiation Oncology

Data Visualization

Social Network Analysis for Startups

Big Data

Getting Started with Impala

Collaborative Filtering Using Data Mining and Analysis

Learning the Pandas Library

Twitter ALS Basis Wissenschaftlicher Studien

Big Data

Mastering Data Analysis with R

Learning Ipython for Interactive Computing and Data Visualization - Second Edition

Mastering Apache Spark

دیدگاه کاربران