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Business Analytics for Decision Making /

By: Mathew, Regi.
Publisher: Noida: Pearson, 2020Description: xxii, 320 p.ISBN: 9789353948436.Subject(s): Management--Statistical methodsDDC classification: 658.4032
Contents:
"1 Introduction 2 Analytics Process 3 Data Preparation 4 Exploratory Data Analysis 5 Models as Decision Tools 6 Building Linear Models 7 Building Decision Trees 8 Building Categorical Response Models 9 Tool Kit for Analyst 10 Model Implementation and Maintenance "
Summary: "1. The book is structured to mimic stages of a typical Analytic process. 2. This book starts with understanding business problem, data cleaning, exploratory data analysis, model building, model implementation and evaluation. 3. An in depth explanation is provided on the concept of ‘Modeling' 4. The book contain many interesting caselet and box items discussing on interesting facts and figures relevant to the current industrial scenarios. 5. Resource material for this book includes, Instructor PPT, MCQ, Data sets and Codes for practise and set of research questions to take up mini projects."
List(s) this item appears in: New Arrivals book list
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Item type Current location Call number Status Date due Barcode
Books Books IMU Kolkata
Reference
658.4032 M428 (Browse shelf) Available 13844
Books Books IMU Kolkata
658.4032 M428 (Browse shelf) Available 13845
Books Books IMU Kolkata
658.4032 M428 (Browse shelf) Available 13846

"1 Introduction 2 Analytics Process 3 Data Preparation 4 Exploratory Data Analysis 5 Models as Decision Tools 6 Building Linear Models 7 Building Decision Trees 8 Building Categorical Response Models 9 Tool Kit for Analyst 10 Model Implementation and Maintenance "

"1. The book is structured to mimic stages of a typical Analytic process. 2. This book starts with understanding business problem, data cleaning, exploratory data analysis, model building, model implementation and evaluation. 3. An in depth explanation is provided on the concept of ‘Modeling' 4. The book contain many interesting caselet and box items discussing on interesting facts and figures relevant to the current industrial scenarios. 5. Resource material for this book includes, Instructor PPT, MCQ, Data sets and Codes for practise and set of research questions to take up mini projects."

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