Data Analytics Essentials You Always Wanted To Know

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Data Analytics Essentials You Always Wanted To Know

Author : Vibrant Publishers
Publisher : Vibrant Publishers
ISBN 13 : 1636511198
Total Pages : 170 pages
Book Rating : 4.6/5 (365 download)

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Book Synopsis Data Analytics Essentials You Always Wanted To Know by : Vibrant Publishers

Download or read book Data Analytics Essentials You Always Wanted To Know written by Vibrant Publishers and published by Vibrant Publishers. This book was released on 2024-02-29 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Hr Analytics Essentials You Always Wanted To Know

Author : Vibrant Publishers
Publisher : Vibrant Publishers
ISBN 13 : 1636510345
Total Pages : 131 pages
Book Rating : 4.6/5 (365 download)

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Book Synopsis Hr Analytics Essentials You Always Wanted To Know by : Vibrant Publishers

Download or read book Hr Analytics Essentials You Always Wanted To Know written by Vibrant Publishers and published by Vibrant Publishers. This book was released on 2021-04-06 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: After reading this book, you will be able to: ● Define what HR Analytics can do for an organization ● Determine the best HR analytics role for you ● Assess the readiness of your organization for undergoing a study using HR analytics ● Apply HR Analytics in various HR disciplines, including recruiting and staffing, labor negotiations, incentives, and training ● Use Excel to efficiently manage data for your HR analytics Have you ever wondered if there is a science behind the people decisions businesses make? If you have ever been curious about the methods employed by human resources professionals, then HR Analytics Essentials You Always Wanted to Know is the resource guide you need! Part overview of the field, part handbook for getting started in HR Analytics yourself, HR Analytics Essentials You Always Wanted to Know walks readers through the many benefits of using analytics to make better people decisions. HR Analytics requires more than just strong gut instincts and a talent for talking with people. As this guide shows, HR Analytics is both an art and a science that can help your organization make informed decisions that benefit all stakeholders, including employees. Through a blend of theory and practice, you will learn how to think like an HR Analytics professional and apply your expertise in real-world scenarios. With case studies and online tutorials, including a step-by-step guide for using Excel to efficiently work with your data, HR Analytics Essentials You Always Wanted to Know will be the handbook you need to help steer your organization to success. About the Author Dr. Michael Walsh is an industrial and organizational psychologist with over 15 years of human resources and people analytics experience. Michael currently leads Global Talent Management and Organizational Effectiveness for Eaton Corporation’s Vehicle Group. He also teaches a Human Resources Analytics course for master’s level students at the University of Illinois and Wayne State University. Previously, Michael’s passion for People Analytics landed him at Bloomberg and Fiat Chrysler Automobiles where he started and led the Global People Strategy and Analytics and People Analytics and Insights functions, respectively. Michael began his professional career as a client facing consultant for Mercer’s Human Capital practice focused on HR Strategy, Organizational Design/Development and Human Capital Analytics. Michael worked for Mercer in Chicago, Dubai and New York. His master’s degree is in Human Resources and Industrial Relations from the University of Illinois and his PhD is in Industrial and Organizational Psychology. 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.

Financial Accounting Essentials You Always Wanted to Know: 5th Edition

Author : Vibrant Publishers
Publisher : Vibrant Publishers
ISBN 13 : 1636510981
Total Pages : 131 pages
Book Rating : 4.6/5 (365 download)

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Book Synopsis Financial Accounting Essentials You Always Wanted to Know: 5th Edition by : Vibrant Publishers

Download or read book Financial Accounting Essentials You Always Wanted to Know: 5th Edition written by Vibrant Publishers and published by Vibrant Publishers. This book was released on 2022-08-12 with total page 131 pages. Available in PDF, EPUB and Kindle. Book excerpt: · Are you a new manager looking to understand the foundations of financial accounting? · Are you a finance professional who wants to know how to document finances for shareholders? · Are you an aspiring finance student who wants a quick guide to all the concepts of financial accounting? A simple guide to understanding complex financial statements. Financial Accounting Essentials You Always Wanted to Know is back with a new and updated 5th edition! This edition includes two new chapters on the Accounting Cycle. It is a starter pack for new managers and leaders who require a foundational understanding of financial accounting terms and who need to understand why preparing a financial statement is so necessary. After reading this book, managers will be equipped with the critical tools to document finances for shareholders and prepare financial statements for their organization. This book will help one to: · Understand why financial accounting systems are necessary · Learn financial accounting systems and terms · Explore the importance of a Financial Statement · Learn about the concept of Balance Sheet · Understand what is an Income Statement · Learn how to create a Statement of Cash Flows This 5th Edition contains two new chapters on: · Accounting Cycle · End of Accounting Cycle Each chapter provides clear examples of the financial accounting tools and includes practice examples to help train the reader in the usage of these critical tools. About the Series Financial Accounting Essentials is part of the Self-Learning Management Series that is designed to help students, professionals, and entrepreneurs learn essential management lessons. This series of books is written by industry experts who have combined their vast work experiences into relevant, concise, and practical handbooks that appeal to learners from all spheres of life.

Microeconomics Essentials You Always Wanted to Know

Author : Amlan Ray
Publisher : Vibrant Publishers
ISBN 13 : 1636511163
Total Pages : 167 pages
Book Rating : 4.6/5 (365 download)

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Book Synopsis Microeconomics Essentials You Always Wanted to Know by : Amlan Ray

Download or read book Microeconomics Essentials You Always Wanted to Know written by Amlan Ray and published by Vibrant Publishers. This book was released on 2022-08-17 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: Have you wondered how companies decide the price of their products? What factors do companies consider while allocating their resources? How does consumer behavior affect the factors of production? A go-to guide to understanding the building blocks of Microeconomics Microeconomics Essentials You Always Wanted To Know has the answers to all your questions. The book shows how the demand of consumers affects the market supply and how price is a major determinant of them. Next, the book goes on to explain consumer behavior with the help of cardinal and ordinal utility approaches. The book dives deep into the functions of markets and the roles that they play in a booming or receding economy. Lastly, it touches upon the topic of international trade and its advantages for a country. It contains plenty of examples that are relevant to the real world which will make it easier for you to grasp the concepts. Microeconomics Essentials You Always Wanted To Know is a go-to guide for understanding all the crucial concepts that form the building blocks of microeconomics. After reading this book, readers will: Understand the basic concepts of Microeconomics Learn the relationship between demand and supply Get to know the various types of markets Discover how prices of goods and services are determined Understand the theory of factor pricing Appreciate policy decisions related to taxation, interest rate, and international trade About the Series Microeconomics Essentials You Always Wanted to Know is part of the Self-Learning Management Series. This 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 fundamentals, important concepts, standard and well-known principles, and practical ways of application of the subject matter

Business Communication Essentials You Always Wanted To Know

Author : Dr. AnnaMaria Bliven
Publisher : Vibrant Publishers
ISBN 13 : 1636511643
Total Pages : 209 pages
Book Rating : 4.6/5 (365 download)

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Book Synopsis Business Communication Essentials You Always Wanted To Know by : Dr. AnnaMaria Bliven

Download or read book Business Communication Essentials You Always Wanted To Know written by Dr. AnnaMaria Bliven and published by Vibrant Publishers. This book was released on 2024-05-09 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business Communication Essentials You Always Wanted to Know is a tell-all book on the theme of Business Communication. If you have been struggling with designing and implementing an effective business communication strategy in your organization, this book will be of immense help to you. Business Communication Essentials simplifies the processes of business communication in a way no other book has dealt with the subject-matter. It highlights the essential steps that must be taken at any time to transform your business communication approaches. Reading this book will provide you with all the secrets of powerful and effective business communication. Whether you are a student or a C-suite executive, the pragmatic and easy procedures for achieving quality and top-notch business communication practices that you will discover in this book are truly invaluable. You will gain an understanding of the following: I. Types of business communication and its importance for business growth ii. Audience demographics and drafting relatable business messages iii. How to communicate effectively in this fast-paced world iv. Some modern tools for effective business communication This book is written in a conversational tone and is packed with fun examples that will aid the learning experience.

Organizational Behavior Essentials You Always Wanted To Know

Author : Vibrant Publishers
Publisher : Vibrant Publishers
ISBN 13 : 1636512313
Total Pages : 280 pages
Book Rating : 4.6/5 (365 download)

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Book Synopsis Organizational Behavior Essentials You Always Wanted To Know by : Vibrant Publishers

Download or read book Organizational Behavior Essentials You Always Wanted To Know written by Vibrant Publishers and published by Vibrant Publishers. This book was released on 2024-07-07 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: I. Grasp the intricacies of dynamic workplaces within a global context. ii. Evaluate personal performance drivers such as motivation, decision-making, and problem-solving iii. Cultivate essential group work skills like teamwork and effective communication iv. Recognize that change is inevitable and polish your management skills v. Develop leadership capabilities to drive innovation Improve your leadership and management skills by applying the core concepts of organizational behavior. Navigating through the complexities of group dynamics in an organization can be daunting with challenges such as miscommunication and lack of cooperation often hindering individual performance. However, tackling and mastering these dynamics can lead to better outcomes. Organizational Behavior Essentials You Always Wanted to Know (2nd Edition) serves as a compass for creating successful, inclusive work communities that value diverse perspectives, experiences, and cultures, benefiting both individuals and organizations. What's new – This edition, authored by Vic Clesceri, a specialist in organizational development and talent management, emphasizes the significance of change management in any organization. The book also provides a broad overview of different assessment methods, allowing organizations and individuals to better understand their personnel and set goals that would highlight their finest skills. Additionally, this book includes chapter quizzes and keywords to reinforce concepts necessary for achieving high performance in the sphere of work. Part of the Vibrant Publishers' Self-Learning Management Series, this book equips managers, business leaders, HR specialists, and students with a foundational understanding of essential concepts required for organizational development.

Social Media Marketing Essentials You Always Wanted To Know

Author : Vibrant Publishers
Publisher : Vibrant Publishers
ISBN 13 : 1636512194
Total Pages : 204 pages
Book Rating : 4.6/5 (365 download)

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Book Synopsis Social Media Marketing Essentials You Always Wanted To Know by : Vibrant Publishers

Download or read book Social Media Marketing Essentials You Always Wanted To Know written by Vibrant Publishers and published by Vibrant Publishers. This book was released on 2024-01-27 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn your way through the intricacies of social media marketing and come out at the top by effectively marketing your brand offerings. Social Media Marketing Essentials You Always Wanted To Know walks you through the fundamentals of the dynamic world of social media marketing, helping you understand what social media marketing is and how to use it to reach the audience you want and maximize your company’s revenue. The book talks about the importance and scope of social media marketing, the comparison between traditional media and social media, what a media mix is, and how to formulate social media plans and strategies, to name a few. It further describes different types of content for social media marketing and how to tailor it for popular social media platforms like Facebook, Instagram, YouTube, X, etc. The differences between organic and paid marketing are crucial to formulating a cost-effective social media marketing strategy, and this book helps you with that as well. The book concludes with chapters on the metrics used to evaluate the success of a social media marketing plan, and the ethics surrounding the practice of social media marketing. This book will help you- i. Learn the process of coming up with a marketing strategy ii. Navigate through the sea of social media platforms and create platform-specific content iii. Explore hashtags: Know when, where, and how to use them iv. Understand the metrics and evaluate your social media marketing strategies The author, Dr. Kavita Kamath, boasts a doctorate in social media marketing and has 17+ years of teaching experience under the bag, so you know the book is reliable and holds a treasure of knowledge for anyone looking to gain a deeper understanding of the essentials of the subject matter.

Principles of Management Essentials You Always Wanted To Know

Author : Callie Daum
Publisher : Vibrant Publishers
ISBN 13 : 1636511554
Total Pages : 216 pages
Book Rating : 4.6/5 (365 download)

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Book Synopsis Principles of Management Essentials You Always Wanted To Know by : Callie Daum

Download or read book Principles of Management Essentials You Always Wanted To Know written by Callie Daum and published by Vibrant Publishers. This book was released on 2023-01-05 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: · Understand the different types of organizational structures · Uncover the myriad roles of a manager · Know the difference between leaders and managers · Learn to manage employees and maintain customer relationships In the 3rd edition of Principles of Management Essentials You Always Wanted To Know, you will uncover the myriad functions of a manager and prepare yourself to take on a managerial role. This new edition has an additional chapter on International Business and Management and multiple-choice quizzes at the end of each chapter. The book will show you what good managers and leaders look like along with their roles and functions. As a manager, you will learn to become a leader with smart decision-making, conflict resolution, and problem-solving skills. Along with getting a working knowledge of quality management, operations, and organizational culture after reading this book, you will also be introduced to the world of business and management outside the borders of your own country in the new chapter on International Business and Management. The book deals with a yet more important skill that you should have as a manager - people management. Whether it is managing or motivating employees, dealing with vendors, or maintaining good customer relationships, all the key functions of a manager are addressed in the book. This book will be a useful guide for new managers, undergraduates, entrepreneurs, as well as working professionals for learning the principles of management. Principles of Management Essentials You Always Wanted To Know is part of the Self-Learning Management series that helps working professionals move into management roles.

Data Analytics

Author : Scott Harvey
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781545156919
Total Pages : 48 pages
Book Rating : 4.1/5 (569 download)

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Book Synopsis Data Analytics by : Scott Harvey

Download or read book Data Analytics written by Scott Harvey and published by Createspace Independent Publishing Platform. This book was released on 2017-04-04 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt: Read for FREE with Kindle Unlimited! Data Analytics: Essentials to master Data Analytics Choose to understand Data Analytics! If you want to learn about data analytics, statistical informations, and how to leverage your business get your copy today. Take it now! The information in the world doubles every 20 months. Important data sources are business and industrial processes, text and structured databases, images and videos, and physical and biomedical data. Data analytics allows finding relevant information, structures, and patterns, to gain new insights, to identify causes and effects, to predict future developments, or to suggest optimal decisions. We need models and algorithms to collect, preprocess, analyze, and evaluate data, from various fields such as statistics, machine learning, pattern recognition, system theory, operations research, or artificial intelligence. With this book, you will learn about the most important methods and algorithms for data analytics. You will be able to choose appropriate methods for specific tasks and apply these in your own data analytics projects. You will understand the basic concepts of the growing field of data analytics, which will allow you to keep pace and to actively contribute to the advancement of the field. Here Is A Preview Of What You'll Learn... What are data analytics How important is big data in your business The advantage getting a better understanding of data management Examples and practical methods to implement Much, much more! Check Out What Others Are Saying... "I'm passionate about business and understanding analytics and how deep things can operate.This book really helped in my search of understanding! Thank you! " Conor Grunion

Operations and Supply Chain Management Essentials You Always Wanted To Know

Author : Vibrant Publishers
Publisher : Vibrant Publishers
ISBN 13 : 1949395251
Total Pages : 123 pages
Book Rating : 4.9/5 (493 download)

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Book Synopsis Operations and Supply Chain Management Essentials You Always Wanted To Know by : Vibrant Publishers

Download or read book Operations and Supply Chain Management Essentials You Always Wanted To Know written by Vibrant Publishers and published by Vibrant Publishers. This book was released on 2019-10-10 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: After reading this book, you will be able to answer the following questions: I. What is Operations and Supply Chain Management and why is it important? ii. What are the key functions within this field, and how do they interact with one another and the broader business? iii. What are the responsibilities and decisions that managers in each functional area think about? iv. How will disruptions in the Supply Chain impact the business world and our lives going forward? v. What are the practical applications of the knowledge gained around Supply Chain Operations? Have you ever wondered what your peers meant by “Supply Chain” or “Operations”, or why either of these fields matter? What about people that work in these roles – what do they actually do? In Operations and Supply Chain Management Essentials You Always Wanted to Know these questions will be answered, and more. This practical, yet simple, guide uses a hypothetical company and the consumer product they make, to explain how the various functions within the Supply Chain intertwine and contribute to bring a finished product to life for consumers in the market. You don’t need a management background to understand our story of how new demands, changing preferences, and unforeseen circumstances force this fictional company to adapt in order to survive. By posing questions that Supply Chain Operations Manager’s face, you will start to think like a Supply Chain Operations professional, whether it be in professional or personal applications. You may not be inspired to make a career shift into these areas or chat Supply Chain topics at the dinner table, however, you will gain an understanding and appreciation for how these activities make everyday products and services at our disposal – and why this is increasingly important for companies to pay attention to. About the Series The Self-Learning Management series is designed to help students, new managers, career switchers and entrepreneurs learn essential management lessons. 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.

The Basic Principles of People Analytics

Author : Erik Van Vulpen
Publisher : Independently Published
ISBN 13 : 9781097268757
Total Pages : 128 pages
Book Rating : 4.2/5 (687 download)

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Book Synopsis The Basic Principles of People Analytics by : Erik Van Vulpen

Download or read book The Basic Principles of People Analytics written by Erik Van Vulpen and published by Independently Published. This book was released on 2019-05-08 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: People analytics (also known as HR analytics) is revolutionizing Human Resource Management. Get ready for the future of HR and discover how you can leverage the power of data to drive better outcomes for your business and employees. We set out to write an inspiring book for (HR) professionals, managers, and directors who want to get a feel for the scope of HR analytics and learn how it can help both the employees and the business. In this book, we combined our experiences with lots of inspiring examples. It's concise, easy to read and teaches you all the basic principles of people analytics. After reading this book, you will: - have a solid understanding of what HR analytics is - know the difference between HR analytics and HR reporting - have a clear picture of the scope and the added value of HR analytics - understand the capabilities needed to build an HR analytics team - have plenty of ideas for applying HR analytics to your organization - know which pitfalls to avoid to prevent failure Who should read this book? If you're new to HR analytics and want to learn all the basics without having to plow through pages full of jargon, this book is for you. It's concise and easy to read, especially for people without a background in statistics or IT. Also if you're not working in human resource management yet and want to explore this exciting new field, this book provides you the foundation you are looking If you already have a career in HR analytics and are looking for in-depth knowledge and information, this book is NOT for you. It's definitely interesting and inspiring for those who have already started but don't expect in-depth (statistical) information.

Services Marketing Essentials You Always Wanted to Know

Author : Vishal Desai
Publisher : Vibrant Publishers
ISBN 13 : 1636511740
Total Pages : 168 pages
Book Rating : 4.6/5 (365 download)

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Book Synopsis Services Marketing Essentials You Always Wanted to Know by : Vishal Desai

Download or read book Services Marketing Essentials You Always Wanted to Know written by Vishal Desai and published by Vibrant Publishers. This book was released on 2023-10-27 with total page 168 pages. Available in PDF, EPUB and Kindle. Book excerpt: Services Marketing Essentials You Always Wanted to Know is a practical, concise, and straightforward guide on the essential aspects of services marketing. A deep dive into the theory and practice of Services Marketing Vishal Desai, a seasoned business professional with specialization and expertise in sales and marketing, has authored this book keeping in mind the novice professionals as well as the already experienced ones. The book covers the essential topics of services marketing and is a blend of theoretical explanations and practical demonstrations of the services marketing concepts. This book will help you to: i. Understand the Extended Services Marketing Mix which includes Product, Place, Price, Promotion, People, Process, and Physical Evidence. ii. Learn the different models of service quality iii. Gauge consumer wants and perceptions to meet their expectations iv. Improve your service design to make it efficient v. Create a pricing strategy according to your service business type The book is a must-read for young managers, B-school students, and entrepreneurs who wish to enhance their understanding and knowledge of services marketing. It is also a good fit for the teaching fraternity and industry professionals who teach sales and marketing courses at business schools as it includes several case studies, quizzes, and activities to liven up the subject and demonstrate the practical implications of it in real life. Services Marketing Essentials You Always Wanted To Know prepares the readers to meet the challenges and seize the opportunities in today’s dynamic marketplace, especially when the service industry is growing exponentially worldwide. This book is part of Vibrant Publishers’ Self-Learning Management series that aims to equip working professionals and students with essential knowledge of management subjects through compact and beginner-friendly books.

Data Science for Business

Author : Foster Provost
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 144937428X
Total Pages : 414 pages
Book Rating : 4.4/5 (493 download)

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Book Synopsis Data Science for Business by : Foster Provost

Download or read book Data Science for Business written by Foster Provost and published by "O'Reilly Media, Inc.". This book was released on 2013-07-27 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today. Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making. Understand how data science fits in your organization—and how you can use it for competitive advantage Treat data as a business asset that requires careful investment if you’re to gain real value Approach business problems data-analytically, using the data-mining process to gather good data in the most appropriate way Learn general concepts for actually extracting knowledge from data Apply data science principles when interviewing data science job candidates

Fundamentals of Machine Learning for Predictive Data Analytics, second edition

Author : John D. Kelleher
Publisher : MIT Press
ISBN 13 : 0262361108
Total Pages : 853 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Fundamentals of Machine Learning for Predictive Data Analytics, second edition by : John D. Kelleher

Download or read book Fundamentals of Machine Learning for Predictive Data Analytics, second edition written by John D. Kelleher and published by MIT Press. This book was released on 2020-10-20 with total page 853 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. This second edition covers recent developments in machine learning, especially in a new chapter on deep learning, and two new chapters that go beyond predictive analytics to cover unsupervised learning and reinforcement learning.

Numbersense: How to Use Big Data to Your Advantage

Author : Kaiser Fung
Publisher : McGraw Hill Professional
ISBN 13 : 0071799672
Total Pages : 241 pages
Book Rating : 4.0/5 (717 download)

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Book Synopsis Numbersense: How to Use Big Data to Your Advantage by : Kaiser Fung

Download or read book Numbersense: How to Use Big Data to Your Advantage written by Kaiser Fung and published by McGraw Hill Professional. This book was released on 2013-07-12 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to make simple sense of complex statistics--from the author of Numbers Rule Your World We live in a world of Big Data--and it's getting bigger every day. Virtually every choice we make hinges on how someone generates data . . . and how someone else interprets it--whether we realize it or not. Where do you send your child for the best education? Big Data. Which airline should you choose to ensure a timely arrival? Big Data. Who will you vote for in the next election? Big Data. The problem is, the more data we have, the more difficult it is to interpret it. From world leaders to average citizens, everyone is prone to making critical decisions based on poor data interpretations. In Numbersense, expert statistician Kaiser Fung explains when you should accept the conclusions of the Big Data "experts"--and when you should say, "Wait . . . what?" He delves deeply into a wide range of topics, offering the answers to important questions, such as: How does the college ranking system really work? Can an obesity measure solve America's biggest healthcare crisis? Should you trust current unemployment data issued by the government? How do you improve your fantasy sports team? Should you worry about businesses that track your data? Don't take for granted statements made in the media, by our leaders, or even by your best friend. We're on information overload today, and there's a lot of bad information out there. Numbersense gives you the insight into how Big Data interpretation works--and how it too often doesn't work. You won't come away with the skills of a professional statistician. But you will have a keen understanding of the data traps even the best statisticians can fall into, and you'll trust the mental alarm that goes off in your head when something just doesn't seem to add up. Praise for Numbersense "Numbersense correctly puts the emphasis not on the size of big data, but on the analysis of it. Lots of fun stories, plenty of lessons learned—in short, a great way to acquire your own sense of numbers!" Thomas H. Davenport, coauthor of Competing on Analytics and President’s Distinguished Professor of IT and Management, Babson College "Kaiser’s accessible business book will blow your mind like no other. You’ll be smarter, and you won’t even realize it. Buy. It. Now." Avinash Kaushik, Digital Marketing Evangelist, Google, and author, Web Analytics 2.0 "Each story in Numbersense goes deep into what you have to think about before you trust the numbers. Kaiser Fung ably demonstrates that it takes skill and resourcefulness to make the numbers confess their meaning." John Sall, Executive Vice President, SAS Institute "Kaiser Fung breaks the bad news—a ton more data is no panacea—but then has got your back, revealing the pitfalls of analysis with stimulating stories from the front lines of business, politics, health care, government, and education. The remedy isn’t an advanced degree, nor is it common sense. You need Numbersense." Eric Siegel, founder, Predictive Analytics World, and author, Predictive Analytics "I laughed my way through this superb-useful-fun book and learned and relearned a lot. Highly recommended!" Tom Peters, author of In Search of Excellence

The Practical Guide to HR Analytics

Author : Shonna D. Waters
Publisher :
ISBN 13 : 9781586445324
Total Pages : 0 pages
Book Rating : 4.4/5 (453 download)

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Book Synopsis The Practical Guide to HR Analytics by : Shonna D. Waters

Download or read book The Practical Guide to HR Analytics written by Shonna D. Waters and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need for HR professionals to understand and apply data analytics is greater than ever. Today's successful HR professionals must ask insightful questions, understand key terms, and intelligently apply data, but may lack a clear understanding of the many forms, types, applications, interpretations, and capabilities of HR analytics. HR Analytics provides a practical approach to using data to solve real HR challenges in organizations and demystifies analytics with clear guidelines and recommendations for making the business case, starting an HR analytics function, avoiding common pitfalls, presenting data through visualization and storytelling, and much more.

Practical Statistics for Data Scientists

Author : Peter Bruce
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491952911
Total Pages : 395 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Practical Statistics for Data Scientists by : Peter Bruce

Download or read book Practical Statistics for Data Scientists written by Peter Bruce and published by "O'Reilly Media, Inc.". This book was released on 2017-05-10 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. With this book, you’ll learn: Why exploratory data analysis is a key preliminary step in data science How random sampling can reduce bias and yield a higher quality dataset, even with big data How the principles of experimental design yield definitive answers to questions How to use regression to estimate outcomes and detect anomalies Key classification techniques for predicting which categories a record belongs to Statistical machine learning methods that “learn” from data Unsupervised learning methods for extracting meaning from unlabeled data