A paperback book titled 'Business Analytics Essentials' by Riyanka Jain stands upright on a wooden desk.
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know
Business Analytics Essentials You Always Wanted to Know

Business Analytics Essentials You Always Wanted to Know

Learn Data Analytics, Predictive Techniques, Visualization, and Tools for Effective Decision-Making

★★★★★ (4.8/5) Rated by 1,200+ Readers
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Description
  • Understand the role of analytics in decision-making.
  • Learn how to use descriptive, predictive, and prescriptive analytics.
  • Gain knowledge of tools for executing data-driven strategies.
  • Explore ways to turn data into actionable intelligence.

Whether you're just starting out or already have some experience, Business Analytics Essentials You Always Wanted to Know is designed to demystify the world of analytics and help you effectively integrate data-driven decision-making into your work. It covers everything from foundational concepts to advanced techniques, making it an invaluable resource for professionals and business leaders alike.

The focus of the book is on explaining how business analytics can help organizations solve problems, optimize processes, and make smarter decisions based on data insights. The book explores topics that are essential in today’s digital world, such as data governance, ethical considerations in analytics, and emerging trends in AI and machine learning.

The book includes practical examples and case studies, illustrating how these tools can be applied in real-world business situations. Regardless of whether you are an aspiring data analyst, a business executive, or an entrepreneur, this book will provide you with the essential skills needed to turn data into actionable intelligence and create meaningful business value.

After reading this book, you will understand: 

  • Core principles and practical applications of business analytics
  • Use of tools such as SQL, Python, and Tableau in business analytics
  • Concepts of descriptive, predictive, and prescriptive analytics
  • How business analytics is used in various industries and contexts
  • How to analyze data, forecast trends, and make recommendations
Bibliographic Details

Pages: 304 page

Paperback (ISBN): 9781636514154

eBook (ISBN): 9781636514161

Hardback (Color): 9781636514178

Trim Size: 5.5” x 8.5”

Category: Business & Economics

Author: Riyanka Jain, Vibrant Publishers

Table of Contents

1. Business Analytics Demystified
1.1 Getting Started: An Easy-to-Understand Introduction to Business Analytics
1.2 Sorting Through Tools: Types of Business Analytics
1.3 Decision Power: How Business Analytics Empowers Smart Choices
Chapter Summary
Quiz


2. Data Basics for Business Analytics
2.1 Sourcing Data: Understanding Data Sources in a Business Context
2.2 Gathering Intel: How Businesses Collect Information for Strategic Insights
2.3 Data Integrity: Ensuring Accuracy and Timeliness in Business Data Management
Chapter Summary
Quiz


3. Data Management and Preparation in Business Analytics
3.1 Building Data Havens: The Basics of Data Warehousing for Business Operations
3.2 Cleaning House: Simplifying Data for Effective Business Analytics
3.3 Bridging the Gap: Navigating Data Flow from Source to Analysis in Business Environments
Chapter Summary
Quiz


4. Tools and Techniques for Business Analytics
4.1 Introduction to Software Tools for Business Analytics
4.2 Statistical Analysis: Basic Concepts in Business Analytics
4.3 Data Visualization: Tools and Techniques for Effective Data Presentation in Business Analytics
Chapter Summary
Quiz


5. Descriptive Analytics in Business
5.1 Understanding Descriptive Analytics in Business: Summarizing Historical Business Data to Understand Changes
5.2 Key Business Techniques and Metrics: Mean, Median, Mode, Standard Deviation and Data Distribution in a Business Context
5.3 Business Case Studies: Real-World Examples of Descriptive Analytics Applications in Business Scenarios
Chapter Summary
Quiz


6. Predictive Analytics in Business
6.1 Introduction to Business Predictive Modeling: Concepts and Importance in Making Informed Business Decisions
6.2 Common Business Techniques: Regression analysis, Time series analysis, Logistic regression, and Machine learning algorithms Tailored for Business Applications
6.3 Implementing Business Predictive Models: Steps, Best Practices, and Tools for Predictive Analytics in a Business Environment
Chapter Summary
Quiz


7. Prescriptive Analytics in Business
7.1 Understanding Business Prescriptive Analytics: Recommending Business Actions Based on Data Insights
7.2 Optimization Techniques for Business: Linear Programming and Simulation Applied in Business Contexts
7.3 Business Case Studies: Applications of Prescriptive Analytics in Business Domains like Supply Chain, Finance, and Marketing
Chapter Summary
Quiz


8. Ethical Considerations and Future Directions in Business Analytics
8.1 Ethics in Business Analytics: Data Privacy, Security, and Ethical Use of Business Data
8.2 Regulatory Frameworks: Understanding General Data Protection Regulation, California Consumer Privacy Act, and Other Regulations in the Context of Business Analytics
8.3 The Future of Business Analytics: Emerging Technologies and the Evolving Landscape of Business Analytics
Chapter Summary
Quiz

Bibliography

Glossary

Author

Ms. Riyanka Jain has 10+ years of experience in Statistics, Marketing, International Business, and Econometrics. She has previously authored two well-received books.

Vibrant Publishers is focused on presenting the best texts for learning about technology and business as well as books for test preparation. Categories include programming, operating systems and other texts focused on IT. In addition, a series of books helps professionals in their own disciplines learn the business skills needed in their professional growth.

Vibrant Publishers has a standardized test preparation series covering the GMAT, GRE and SAT, providing ample study and practice material in a simple and well organized format, helping students get closer to their dream universities.

Series

The Self-Learning Management Series is designed to help students, new managers, career switchers, and entrepreneurs learn essential management lessons and covers every aspect of business, from HR to Finance to Marketing to Operations across any and every industry. Each book includes basic fundamentals, important concepts, and standard and well-known principles as well as practical ways of application of the subject matter.

Editorial Reviews

I truly appreciate how the author has made a challenging subject not only understandable but also engaging. The book stands out for its clarity, structured approach, and practical insights.
-- Dr. Manisha Rao
Assistant Professor, University of Delhi

Particularly strong in its use of worked examples.
--Ms. Srijana Singh
Assistant Professor, Ram Lal Anand College, University of Delhi

Excellent resource for undergraduate students and business analytics practitioners alike.
-- Dr. Rishi Rajan
Assistant Professor, Shaheed Sukhdev College of Business Studies, DU

A well-structured and engaging resource, it’s ideal for building foundational analytics skills in a business context.
-- Ms. Megha Yadav
Assistant Professor, Ram Lal Anand College , University of Delhi

This book expertly balances theory and practice, providing a clear and concise overview of key concepts through real-world examples, accessible language, and hands-on exercises.
-- Dr. Jatin Kumar
Assistant Professor, Ram Lal Anand College , University of Delhi

Ideal for someone without a statistics or programming background.
-- Ms. Pratima Negi
Assistant Professor, RLAC, Universirty of Delhi

"What sets this book apart is its practical approach. The authors strike a perfect balance between theory and application, using case studies, visualizations, and step-by-step examples that bring analytics to life.
-- Ms. Avneet Kaur
Assistant Professor,University of Delhi

The choice of examples is great for conceptual clarity.
-- Prof. Satvinder Kaur
Professor, SGGSCC, University of Delhi

The content merges key areas with real life examples which further makes it more practical and relatable.
-- Dr. Sonal Gupta
Assistant Professor, Ram Lal Anand College , University of Delhi


"An ideal book for learning business analytics."
-- Prof. Yamini Gupt
Professor, FASSH, South Campus, DU


"The author has taken a commendable initiative in simplifying empirical concepts, making them more accessible and easier to understand."
-- Dr. Sukhvinder Kaur
Assistant Professor, Mata Sundri College, DU

"One of the most striking features of the book is its thoughtful selection of examples, which significantly enhance conceptual clarity and help readers connect abstract ideas to real-world scenarios."
-- Mr. Siddharth Gupta
Assistant Professor, Ram Lal Anand College , University of Delhi

"The book is very well structured, and the content is easy to comprehend for beginners."
-- Dr. Shivani Raheja
Assistant Professor, Aryabhatta College, DU

The book is in a well-structured format, which is going to benefit a whole lot of undergraduate students.
-- Dr. Shivani Raheja
Assistant Professor, Aryabhatta College, DU

"The book is in a well-structured format, which is going to benefit a whole lot of undergraduate students."
-- Ms. Meghna Sharma
Assistant Professor, Ram Lal Anand College , University of Delhi

"The book seamlessly delivers clarity, a simplified and structured approach, and practical insights."
-- Ms. Saakshi Bhandari
Assistant Professor, Sri Guru Gobind Singh College of Commerce, DU

"The book offers a solid introduction to the core principles and applications of data-driven decision-making in modern business environments."
-- Ms. Sugandha Kaur
Assistant Professor, Mata Sundari College, DU

"It’s an accessible and informative guide for anyone looking to grasp the fundamentals and applications of business analytics."
-- Ms. Jasmit Kaur
Assistant Professor, Sri Guru Gobind Singh College of Commerce, DU

Business Analytics Essentials You Always Wanted to Know by Riyanka Jain is an accessible introduction to the world of business analytics. This book is ideal for beginners and those looking to grasp core concepts without getting bogged down in overly technical language. The author effectively breaks down complex topics, covering everything from data collection and analysis to visualization and interpretation, making it easy for readers to follow along.
-- Kelly Atkins
Saint Leo University
Educator, College or university level
United States

Business Analytics Essentials You Always Wanted to Know establishes itself as an indispensable resource in the crowded landscape of data analytics literature by achieving what few texts manage: it balances academic rigor with practical relevance while maintaining remarkable accessibility. The book's true value lies in its nuanced understanding of how analytics actually functions in organizational contexts, not as a theoretical exercise, but as a strategic imperative fraught with real-world complexities.

The book excels in its authentic portrayal of enterprise analytics in action. Unlike theoretical treatments that present analytics in a vacuum, Business Analytics Essentials carefully examines how major corporations actually operationalize data strategies. This focus on real-world application is particularly valuable for practitioners who need to bridge the gap between analytical capability and business value creation.

Business Analytics Essentials ultimately succeeds by treating analytics not as a technical discipline, but as a business function. Its greatest contribution may be in helping readers develop what I've come to call "analytical business judgment" - the ability to discern when and how analytics can create genuine value. For this reason, it serves equally well as an academic text and a professional reference.

This is the rare technical book that understands analytics must serve the business, not the other way around. It deserves attention from both aspiring analysts and senior leaders looking to build data-driven organizations. The depth of insight packed into its accessible presentation suggests it will remain relevant even as specific tools and technologies evolve.
-- Daria Kalishina
Business Analyst | Founder | R, SQL, Power BI, Tableau | Data Analytics | Visualization |

Supplemental Resources
  • 5 stars: 51 (77%)
  • 4 stars: 15 (23%)
  • 3 stars: 0 (0%)
  • 2 stars: 0 (0%)
  • 1 star: 0 (0%)
A
Adam Walker (USA)
Clear Guide to Business Analytics Basics

This book explains business analytics concepts in a very simple and structured way. It helped me understand how data is used to drive decisions in real business scenarios.

A
Andrew Collins (USA)
Well-Organized and Informative

The content is well-structured and covers key topics like data analysis, insights, and decision-making. It’s easy to follow and very practical.

A
Ahmet Yılmaz (Türkiye)
Great for Data-Driven Thinking

This book provides a strong foundation in business analytics and explains how to interpret data effectively. It’s useful for students and professionals alike.

A
Ananya Sharma (India)
Beginner-Friendly and Practical

I found this book very easy to follow. The examples and explanations make it simple to understand key analytics concepts without getting overwhelmed.

A
Arjun Mehta (India)
Helpful for Real-World Applications

This book connects analytics concepts with real business use cases. It helped me understand how to apply data-driven strategies in practical situations.

A
Adam Brooks (USA)
Great Introduction to Business Analytics

This book explains business analytics concepts in a very simple and structured way. It helped me understand how data is used for decision-making in real business scenarios.

A
Ahmet Yıldız (Türkiye)
Valuable for Data-Driven Thinking

This book provides a strong foundation in business analytics and explains how to interpret data effectively. It’s very useful for students and professionals looking to build analytical skills.

A
Arjun Mehta (India)
Helpful for Real-World Application

This book connects analytics concepts with real business use cases. It helped me understand how to apply data-driven thinking in practical situations. A great learning resource.

A
Andrew Collins (USA)
Well-Structured and Informative

The content is well-organized and covers key topics like data analysis, decision-making, and business insights. It’s easy to follow and very practical.

A
Ananya Sharma (India)
Practical and Beginner-Friendly

I really liked how this book breaks down analytics concepts into easy steps. The examples are clear and relevant, making it a great resource for beginners.

A
Aishwarya Sharma (India)
Great for Business Decision Makers

I found this book extremely helpful for improving my ability to make data-driven decisions. The case studies and examples really helped me understand how analytics can be used in business.

A
Andrew Lee (USA)
Practical and Insightful

This book offers actionable insights that can be immediately applied to real-world business challenges. It covers essential tools and techniques for analyzing data and improving business outcomes.

A
Adam Johnson (USA)
A Comprehensive Guide

This book covers all the important aspects of business analytics in a simple and structured way. It's perfect for beginners looking to dive into data-driven decision-making without being overwhelmed.

A
Ahmet Kaya (Turkey)
Perfect Resource for Beginners

As someone new to business analytics, this book was exactly what I needed. It explains key concepts in an easy-to-understand manner and offers great insights on using analytics to drive business success.

A
Ananya Mehta (India)
Essential for Aspiring Analysts

A solid foundation in business analytics. It’s well-organized and comprehensive, with a good balance of theory and practical examples. Ideal for anyone looking to build a career in analytics.

N
Nancy Retallick, PhD (United States)
A Clear and Practical Guide to Data-Driven Decision-Making

As a professional coach who works with business leaders and entrepreneurs, I’m always on the lookout for resources that help bridge the gap between theory and actionable insight. This book does exactly that. What I especially appreciate is the book demystifies complex analytical concepts making it ideal for both beginners and those looking to refresh their understanding. The sections on data visualization, business intelligence tools, and practical applications are particularly useful. The author shows how to apply analytics in real-world business contexts. Whether you’re a manager, entrepreneur, or coach guiding others toward performance improvement, this book provides the clarity and confidence needed to make data a powerful ally in achieving business goals.

L
L.B.(United States)
Accessible and practical

The book strikes a balance between theory and application, giving readers the confidence to not just understand analytics but also use it to make smarter business decisions. It covers the main types of business analytics, shows how to apply them in real-world scenarios, and brings concepts to life with practical examples and case studies. With step-by-step online resources included, this guide is ideal for professionals, students, or anyone looking to build a strong foundation in business analytics and put it into practice.

T
Tara Dodson (United States)
great insights for business

This book covers the business professional as well as the beginner. There are tidbits and advice for every business minded person. This makes a great resource.

D
David C Driskill (United States)
Clear, concise, and empowering for beginners

This book is a fantastic primer for anyone looking to demystify analytics without drowning in jargon. The book breaks down key concepts, like data visualization, predictive modeling, and decision-making frameworks, with clarity and real-world relevance. Whether you're a student, entrepreneur, or manager, it equips you with practical tools to interpret data and make smarter business decisions.Perfect for those new to the field or needing a refresher, this book delivers value in every chapter.

A
Andrea Cercado (United States)
Awesome guide

I picked up this book hoping to finally make sense of all the buzz around data analytics, and I’m happy to say it delivered. It’s clear, practical, and surprisingly approachable. I’m not a data scientist, and I don’t plan to become one, but I do work in a space where understanding data is becoming more and more important. This book gave me the confidence to speak the language, ask better questions, and even start experimenting with basic visualization tools. What I liked most is how it balances theory with real-world application. You get a solid breakdown of the different types of business analytics, and it showed how these concepts actually play out in business decisions.

L
L.B. (United States)
Accessible and practical

The book strikes a balance between theory and application, giving readers the confidence to not just understand analytics but also use it to make smarter business decisions. It covers the main types of business analytics, shows how to apply them in real-world scenarios, and brings concepts to life with practical examples and case studies. With step-by-step online resources included, this guide is ideal for professionals, students, or anyone looking to build a strong foundation in business analytics and put it into practice.

T
Tara Dodson United States)
great insights for business

This book covers the business professional as well as the beginner. There are tidbits and advice for every business minded person. This makes a great resource.

D
David C Driskill (United States)
Clear, concise, and empowering for beginners

This book is a fantastic primer for anyone looking to demystify analytics without drowning in jargon. The book breaks down key concepts, like data visualization, predictive modeling, and decision-making frameworks, with clarity and real-world relevance. Whether you're a student, entrepreneur, or manager, it equips you with practical tools to interpret data and make smarter business decisions.
Perfect for those new to the field or needing a refresher, this book delivers value in every chapter.

P
Piper Perez (USA)
Clear, Authoritative, and Highly Practical - Edition #40

This book provides a phenomenal, comprehensive blueprint for mastering business analytics. The chapters on data modeling, descriptive statistics, and predictive forecasting are exceptionally practical.

E
Ezra Mitchell (USA)
Brilliant Breakdown of Predictive Models and Metrics - Edition #39

An indispensable guide for anyone looking to leverage data in the corporate world. The real-world scenarios make complex analytics concepts easy to apply.

A
Autumn Carter (USA)
Exceptionally Well-Structured and Insightful - Edition #38

A very solid guide for understanding business analytics essentials. It includes great advice on structuring datasets and interpreting key performance indicators.

H
Hudson Nelson (USA)
Essential Reading for Modern Business Analysts - Edition #37

A masterclass in data-driven strategy and quantitative decision making. The author clearly explains how to translate raw data into actionable business insights.

S
Serenity Gonzalez (USA)
The Ultimate Resource for Data-Driven Decision Making - Edition #36

Very well organized and packed with valuable takeaways. Worth every single penny for anyone serious about analytical leadership.

I
Ian Baker (USA)
The Ultimate Resource for Data-Driven Decision Making - Edition #35

The guidance on data visualization, statistical analysis, and performance metrics is an absolute goldmine for modern managers and analysts.

C
Caroline Adams (USA)
Practical Frameworks for Data Interpretation - Edition #34

This book provides a phenomenal, comprehensive blueprint for mastering business analytics. The chapters on data modeling, descriptive statistics, and predictive forecasting are exceptionally practical.