Machine Learning Essentials You Always Wanted To Know
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Machine Learning Essentials You Always Wanted To Know
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Author : Dhairya Parikh
language : en
Publisher: Vibrant Publishers
Release Date : 2025-07-04
Machine Learning Essentials You Always Wanted To Know written by Dhairya Parikh and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-04 with Business & Economics categories.
· Covers key algorithms and techniques · Ideal for students and professionals · Hands-on implementation included Master the fundamentals of ML and take the first step towards a career in AI! In today’s rapidly evolving world, machine learning (ML) is no longer just for researchers or data scientists. From personalized recommendations on streaming platforms to fraud detection in banking, ML powers many aspects of our daily lives. As industries increasingly adopt AI-driven solutions, learning machine learning has become a valuable skill. Yet, many find the subject overwhelming, often intimidated by its mathematical complexity. That’s where Machine Learning Essentials You Always Wanted to Know (Machine Learning Essentials) comes in. This beginner-friendly guide offers a structured, step-by-step approach to understanding machine learning concepts without unnecessary jargon. Whether you are a student, a professional looking to transition into AI, or simply curious about how machines learn, this book provides a clear and practical roadmap to mastering ML. Authored by Dhairya Parikh, an experienced data engineer who returned to academia to refine his expertise, this book bridges the gap between theory and real-world application. It simplifies the core concepts of ML, breaking them down into digestible explanations paired with hands-on coding exercises to help you apply what you learn. What You’ll Learn: · The fundamentals of machine learning and how it powers modern technology · The three key types of ML—Supervised, Unsupervised, and Reinforcement Learning · How to combine algorithms, data, and models to develop AI-driven solutions · Practical coding techniques to build and implement machine learning models Part of Vibrant Publishers’ Self-Learning Management Series, this book serves as a valuable guide for building machine learning skills, enhancing your expertise, and advancing your career in AI and data science.
Python Essentials You Always Wanted To Know
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Author : Vibrant Publishers
language : en
Publisher: Vibrant Publishers
Release Date : 2024-12-09
Python Essentials You Always Wanted To Know written by Vibrant Publishers and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-09 with Computers categories.
Learn Python the Easy Way with No Prior Experience! Key Features include: i. Comprehensive coverage of Python basics ii. Ideal for beginners and career changers iii. Real-world applications and case studies iv. Practical examples and quizzes for reinforcement Get ready to program with Python- one of the most in-demand skills of this decade! If you are interested in learning programming, but not sure where to start, Python Essentials You Always Wanted to Know is your guide to learning Python, one of the most versatile and beginner-friendly programming languages. This book is designed with absolute beginners in mind, focusing on clear explanations and practical examples rather than technical jargon. Regardless of skill level, there’s something here for everyone, from the basics of programming logic to more advanced topics like object-oriented programming and error handling. Whether you’re a student, a professional transitioning into tech, or simply curious about coding, this book will help you to think like a programmer and enhance your programming skills. The book also includes a chapter dedicated to case studies, giving you the opportunity to practice and apply the discussed concepts. Additionally, you will gain exclusive access to an online glossary of functions and methods mentioned throughout the book to help you retain and understand crucial programming terms. After reading this book, you’ll be able to: i. Understand programming fundamentals and Python syntax ii. Apply data structures, functions, and modular programming iii. Implement object-oriented principles in your projects iv. Leverage Python for data analysis and business insights Part of Vibrant Publishers’ Self-Learning Management Series, the book serves as a valuable guide for developing programming skills to complement your existing expertise and advance your career.
Human Resource Management Essentials You Always Wanted To Know
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Author : Jaquina Gilbert
language : en
Publisher: Vibrant Publishers
Release Date : 2020-05-01
Human Resource Management Essentials You Always Wanted To Know written by Jaquina Gilbert and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-01 with Business & Economics categories.
The core of every company is its people, and Human Resources Management (HRM) is the key to handling all the complexities of human relations, compensation, conflict resolution, and much more. Strategies and tactics are needed to effectively manage the human resource potential that drives all companies to profitability and success. Human Resource Management Essentials You Always Wanted To Know guides readers through the challenges and provides tools to address those challenges. It provides an understanding of areas including: · The concept of HRM · Performance management strategies · Legal and regulatory compliance · Organizational development · Conflict management · Payroll and compensation · Information technology in HRM · Health and safety · Personnel development Human Resource Management Essentials is part of the Self-Learning Management Series focused on working professionals. The series addresses every aspect of business from HR to finance, marketing, and operations. Each book includes fundamentals, important concepts, and well-known principles, as well as practical applications of the subject matter.
Data Analytics Essentials You Always Wanted To Know
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Author : Vibrant Publishers
language : en
Publisher: Vibrant Publishers
Release Date : 2024-02-29
Data Analytics Essentials You Always Wanted To Know written by Vibrant Publishers and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with Business & Economics categories.
Upon reading this book, you will get: A fundamental comprehension of data analytics, including its types An understanding of data analytics processes, software tools, and a range of analytics methodologies A comprehension of what daily tasks and procedures the data analysts follow An investigation into the vast field of big data analytics, covering its possibilities and challenges An understanding of the existing legal frameworks, as well as ethical and privacy issues in data analytics Application-based learning using a variety of real-world case studies From raw data to actionable insights - journey through the essentials of data analytics. Data Analytics Essentials You Always Wanted To Know is an approachable and captivating guide to understand the complicated world of data Data analytics is becoming increasingly important in today's data-driven society, and so has the demand for data analysts. Data Analytics Essentials You Always Wanted to Know (Data Analytics Essentials) is a comprehensive yet succinct manual, perfect for you if you are trying to understand the fundamentals of data analytics. It gives a concise introduction to data analytics and its current applicability. This book is a great tool for professionals switching to a career in data analytics and for students who want to learn the basics of data analytics. It will give you a strong foundation by explaining everything in an easy-to-understand language. Data Analytics Essentials goes beyond a theoretical manual and contains real-world case studies and fun facts to help you enhance your knowledge. The chapter summaries and self- assessment tests along with every chapter will help you test yourself as you move from one concept to the next.
Business Intelligence Essentials You Always Wanted To Know
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Author : Irene Tobajas
language : en
Publisher: Vibrant Publishers
Release Date : 2025-04-07
Business Intelligence Essentials You Always Wanted To Know written by Irene Tobajas and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-07 with Business & Economics categories.
Explore the core components and evolution of Business Intelligence (BI) Learn how to choose and implement the right BI tools for your organization Master data visualization techniques for effective communication of insights Understand real-world applications of successful BI implementations Gain insights into data governance, security, and ethical considerations in BI Discover emerging trends and future directions in the field of BI Enhance your Business Intelligence skills—a crucial mechanism at the forefront of every company's agenda today! Here's an opportunity to deepen your understanding of the modern BI architecture, data management, and visualization best practices. Business Intelligence Essentials You Always Wanted to Know (Business Intelligence Essentials) is the answer to your search for a coherent BI guide. It helps comprehend and implement BI in professional or academic pursuits. It leverages simple illustrations and real-world case studies to explain key BI concepts, tools, and practical applications. This book delves into different types of analytics, including descriptive, diagnostic, predictive, and prescriptive, providing a well-rounded view of the BI landscape. It provides entrepreneurs, leaders, and professionals with essential guidance to master BI and drive success, making it an invaluable resource across industries. With its blend of theoretical concepts and hands-on approaches including quiz questions for every Chapter, and practical tools, Business Intelligence Essentials covers the entire spectrum of BI, enabling you to accelerate growth in today's competitive business landscape. It also provides ready-to-use downloadable templates, and online resources for professionals in the field. This book is part of the Self-Learning Management Series designed to help you learn essential management lessons.
Business Analytics Essentials You Always Wanted To Know
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Author : Riyanka Jain
language : en
Publisher: Vibrant Publishers
Release Date : 2025-08-04
Business Analytics Essentials You Always Wanted To Know written by Riyanka Jain and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-04 with Business & Economics categories.
- 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
Business Strategy Essentials You Always Wanted To Know
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Author : Callie Daum
language : en
Publisher: Vibrant Publishers
Release Date : 2018-05-29
Business Strategy Essentials You Always Wanted To Know written by Callie Daum and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-29 with Business & Economics categories.
Business Strategy Essentials You Always Wanted To Know prepares new managers and leaders with the building blocks of business strategy. You will learn how to define strategy, different levels of strategy for the business versus departments, and how to plan tactics to implement those strategies. You are given tools to assist you with some of the more challenging aspects of strategy such as environmental scanning, SWOT analysis, and strategy analysis. After you have learned how to execute some of these strategies, you will learn what organization structures fit best with specific strategies. These timeless elements of strategy will provide you the fundamentals with a 21st century point of view. Business Strategy Essentials is part of the Management Essentials series that helps working professionals moving into management roles. The series addresses every aspect of business from HR to finance, marketing, and operations. Each book includes fundamentals, important concepts, and well-known principles, as well as practical applications of the subject matter.
Blockchain Essentials You Always Wanted To Know
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Author : Vibrant Publishers
language : en
Publisher: Vibrant Publishers
Release Date : 2024-12-28
Blockchain Essentials You Always Wanted To Know written by Vibrant Publishers and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-28 with Computers categories.
i. Understand the history, foundation, and use cases of blockchain ii. Discover how the decentralized system of blockchain functions and creates a trust mechanism iii. Read about the components of blockchain and the different types of blockchains iv. Create a private blockchain and deploy a smart contract onto a blockchain v. Learn the differences between fiat currency and cryptocurrency vi. Incorporate blockchain technology into your projects vi Know the potential dangers surrounding the concepts of blockchain Blockchain Essentials You Always Wanted To Know brings a lucid approach to learning the fundamentals of blockchain technology. The book covers the fundamentals of blockchain from a technical standpoint in an easy-to-understand language that allows anyone to grasp its intricacies. Blockchain Essentials begins by explaining the central concept of blockchain technology–the decentralization system–and dives deeper into concepts like cryptography, Merkle trees, mining, cryptocurrency, and consensus algorithms which form the core of blockchain technology. The book contains a dedicated chapter on creating a smart contract using the Truffle and Ganache software. The necessary steps to be taken to adapt blockchain into a project are also discussed in detail in this book. Blockchain Essentials also includes quizzes, fun facts, and real-life case studies to make your self-learning process smoother! In addition, you can access pre-made smart contract programs from the online resources of this book. Please note: This book does not cover topics such as cryptocurrency investment strategies, timing the market, or how to profit from Bitcoin. Blockchain Essentials is part of Vibrant Publishers’ Self-Learning Management series.
Consumer Behavior Essentials You Always Wanted To Know
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Author : Vibrant Publishers
language : en
Publisher: Vibrant Publishers
Release Date : 2025-02-11
Consumer Behavior Essentials You Always Wanted To Know written by Vibrant Publishers and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-11 with Business & Economics categories.
i. Marketing from a consumer behavior lens: Understand marketing through the lens of consumer psychology. ii. Tribal marketing decoded: Learn how to target "tribes" for deeper connections. iii. Actionable insights: Apply marketing concepts in practical and simple ways. iv. Suitable for all levels: Benefits managers, marketing executives, and students alike. In a rapidly evolving marketing landscape, understanding consumer behavior is crucial for any business’s success. This book serves as a compass, guiding readers through the intricacies of customer preferences. It decodes consumer tribes and offers a fresh perspective on marketing, revealing how to connect with specific consumer segments—or "tribes"—to create lasting relationships. Whether you're a seasoned marketer or just starting out, this book provides actionable strategies to help you connect with your audience and achieve your business goals. With this book, you will: - Discover how to identify and analyze key consumer tribes: Understand the unique characteristics, preferences, and behaviors of different consumer groups. - Learn how to tailor your marketing messages to resonate with specific tribes: Craft targeted campaigns that speak directly to the needs and desires of each tribe. - Understand how to build strong brand loyalty through targeted campaigns: Foster deep connections with your audience by offering products and services that align with their values and aspirations - Leverage consumer insights for sustainable growth: Use data-driven insights to optimize your marketing strategies and drive long-term business success. The book offers a myriad of real-world business examples to help explain theoretical concepts. It also comes with chapter-wise quiz questions and practical templates for students and professionals in the field.
Decision Making Essentials You Always Wanted To Know
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Author : Vibrant Publishers
language : en
Publisher: Vibrant Publishers
Release Date : 2020-12-03
Decision Making Essentials You Always Wanted To Know written by Vibrant Publishers and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-03 with Business & Economics categories.
Includes • Introduction to Decision Making • Scenario Planning and Prediction Markets • Group Mechanics • Heuristics and Programmed Decisions • Probability and Base Rate Neglect Decision Making Essentials You Always Wanted to Know prepares new managers and leaders to make those tough decisions they face by providing them with a tool box of decision analysis techniques to help them understand and analyze the decisions they make. The chapters describe key techniques of decision analysis, including: • Cognitive biases and Prospect Theory • Heuristics • Probability and Expected Value • Bayes Theorem • Multi-attribute decision making, including the SMART, Elimination by Aspects, and Even Swaps methods • Game Theory • Prediction Markets • Brainstorming and Groupthink • Black Swan Events. Each chapter provides clear examples of the decision making tools and includes practice examples to help train the reader in using these critical tools. About the Series Decision Making Essentials You Always Wanted to Know is part of the Self-Learning Management Series that helps working professionals moving into management roles. This Self Learning Management Series intends to give a jump start to working professionals, whose job roles demand to have the knowledge imparted in a B-school but haven’t got a chance to visit one. This series is designed to address every aspect of business from HR to Finance to Marketing to Operations, be it any industry. Each book includes basic fundamentals, important concepts, standard and well-known principles as well as practical ways of application of the subject matter. The distinctiveness of the series lies in that all the relevant information is bundled in a compact form that is very easy to interpret. About the Author Mark Koscinski is an assistant professor of accounting practice at Moravian College in Bethlehem, PA, where he teaches a graduate level Decision Analysis class and several advanced accounting classes. He is a certified public accountant, and holds a BA with high honors and MBA from Rutgers University and a doctorate from Drew University. Prior to joining the faculty at Moravian College, Mark was a chief financial officer of various public and private organizations in the defense contracting, toy, investment banking, and banking industries. He has over forty years of experience in the business world, and has supervised every operation of an organization including sales and marketing. Mark is passionate about sharing his knowledge with his students. His background and experience gives him a unique position to write on management topics that are easy to understand for non-MBA graduates. About Vibrant Publishers 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.