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

Business Analytics Essentials You Always Wanted to Know

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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 |

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