PERHAPS A GIFT VOUCHER FOR MUM?: MOTHER'S DAY

Close Notification

Your cart does not contain any items

Predictive Analytics and Machine Learning for Managers by J Alberto Espinosa at Abbey's Bookshop,
Predictive Analytics and Machine Learning for Managers
— —
J Alberto Espinosa

Predictive Analytics and Machine Learning for Managers

J Alberto Espinosa

$76.95   $65.01

Paperback

Not in-store but you can order this
How long will it take?
English
Jibe4fun Press
20 April 2023
Data capture & analysis; Data mining; Artificial intelligence; Machine learning
This book was written by the architect of two MS Analytics programs and one undergraduate specialization in Business Analytics, with over a decade of experience teaching and practicing predictive analytics, and co-chairing premier academic conference mini-track in this field. The author's goal is to provide strong but understandable conceptual foundations and practical material for graduate students and managers, describing how to frame a business question, identify various model specification (i.e., feature engineering) and model methods (explainable and black box), select the optimal model based on the bias, variance, and cross-validation testing, and interpret results with meaningful storytelling for clients and managers. The book contains two components: (1) the main text with two sections-one with conceptual, mathematical, and managerial foundations, the other about advanced predictive modeling methods based on machine learning. The main text is further subdivided into two sections-Section 1 contains basic fundamentals of statistics and predictive modeling; Section 2 provides a deeper discussion of machine learning and advance predictive modeling approaches based on machine learning and cross-validation methods; and (2) a free appendix companion with annotated R Markdown code with hands-on applications, posted in GitHub.
By:  
Imprint:   Jibe4fun Press
Dimensions:   Height: 229mm,  Width: 152mm,  Spine: 20mm
Weight:   517g
ISBN:   9798987654316
Pages:   352
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

See Also

Predictive Analytics and Machine Learning for Managers

Data Mining with Python

Theory, Application, and Case Studies...

Di Wu

Hardback

$242 

Not in-store but you can order this

ADD +
Predictive Analytics and Machine Learning for Managers

Machine Learning under Resource...

Katharina Morik

Paperback

$304.95  $243.87

Not in-store but you can order this

ADD +
Predictive Analytics and Machine Learning for Managers

Data Visualization

A Practical Introduction

Kieran Healy

Paperback

$72.99 

In Stock 😊

ADD +
Predictive Analytics and Machine Learning for Managers

Data Mining Algorithms To Mine Multimedia...

R Manjunath

Paperback

$75.95  $64.25

Not in-store but you can order this

ADD +
Predictive Analytics and Machine Learning for Managers

Intensional First-Order Logic

From AI to New SQL Big Data

Zoran Majkic

Hardback

$397.95  $318.13

Not in-store but you can order this

ADD +
Predictive Analytics and Machine Learning for Managers

The Art of Data Science

Expert Advice for Real Life

Anna

Paperback

$42.95  $36.88

Not in-store but you can order this

ADD +