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Data Forecasting And Segmentation Using Microsoft Excel

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Data Forecasting And Segmentation Using Microsoft Excel

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Author : Fernando Roque
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-05-27

Data Forecasting And Segmentation Using Microsoft Excel written by Fernando Roque and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-27 with Computers categories.

Perform time series forecasts, linear prediction, and data segmentation with no-code Excel machine learning Key Features • Segment data, regression predictions, and time series forecasts without writing any code • Group multiple variables with K-means using Excel plugin without programming • Build, validate, and predict with a multiple linear regression model and time series forecasts Book Description Data Forecasting and Segmentation Using Microsoft Excel guides you through basic statistics to test whether your data can be used to perform regression predictions and time series forecasts. The exercises covered in this book use real-life data from Kaggle, such as demand for seasonal air tickets and credit card fraud detection. You'll learn how to apply the grouping K-means algorithm, which helps you find segments of your data that are impossible to see with other analyses, such as business intelligence (BI) and pivot analysis. By analyzing groups returned by K-means, you'll be able to detect outliers that could indicate possible fraud or a bad function in network packets. By the end of this Microsoft Excel book, you'll be able to use the classification algorithm to group data with different variables. You'll also be able to train linear and time series models to perform predictions and forecasts based on past data. What you will learn • Understand why machine learning is important for classifying data segmentation • Focus on basic statistics tests for regression variable dependency • Test time series autocorrelation to build a useful forecast • Use Excel add-ins to run K-means without programming • Analyze segment outliers for possible data anomalies and fraud • Build, train, and validate multiple regression models and time series forecasts Who this book is for This book is for data and business analysts as well as data science professionals. MIS, finance, and auditing professionals working with MS Excel will also find this book beneficial.

Hands On Financial Modeling With Excel For Microsoft 365

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Author : Shmuel Oluwa
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-06-17

Hands On Financial Modeling With Excel For Microsoft 365 written by Shmuel Oluwa and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-17 with Computers categories.

Explore a variety of Excel features, functions, and productivity tips for various aspects of financial modeling Key Features Explore Excel's financial functions and pivot tables with this updated second edition Build an integrated financial model with Excel for Microsoft 365 from scratch Perform financial analysis with the help of real-world use cases Book DescriptionFinancial modeling is a core skill required by anyone who wants to build a career in finance. Hands-On Financial Modeling with Excel for Microsoft 365 explores financial modeling terminologies with the help of Excel. Starting with the key concepts of Excel, such as formulas and functions, this updated second edition will help you to learn all about referencing frameworks and other advanced components for building financial models. As you proceed, you'll explore the advantages of Power Query, learn how to prepare a 3-statement model, inspect your financial projects, build assumptions, and analyze historical data to develop data-driven models and functional growth drivers. Next, you'll learn how to deal with iterations and provide graphical representations of ratios, before covering best practices for effective model testing. Later, you'll discover how to build a model to extract a statement of comprehensive income and financial position, and understand capital budgeting with the help of end-to-end case studies. By the end of this financial modeling Excel book, you'll have examined data from various use cases and have developed the skills you need to build financial models to extract the information required to make informed business decisions.What you will learn Identify the growth drivers derived from processing historical data in Excel Use discounted cash flow (DCF) for efficient investment analysis Prepare detailed asset and debt schedule models in Excel Calculate profitability ratios using various profit parameters Obtain and transform data using Power Query Dive into capital budgeting techniques Apply a Monte Carlo simulation to derive key assumptions for your financial model Build a financial model by projecting balance sheets and profit and loss Who this book is for This book is for data professionals, analysts, traders, business owners, and students who want to develop and implement in-demand financial modeling skills in their finance, analysis, trading, and valuation work. Even if you don't have any experience in data and statistics, this book will help you get started with building financial models. Working knowledge of Excel is a prerequisite.

Microsoft Excel 365 Data Analysis Masterclass

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Author : Liam P. Swift
language : en
Publisher: ChiperHub LLC
Release Date :

Microsoft Excel 365 Data Analysis Masterclass written by Liam P. Swift and has been published by ChiperHub LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Unlock the Power of Your Data: Become an Excel 365 Analysis Master Are you ready to transform your Excel skills and become a data analysis powerhouse? In Microsoft Excel 365 Data Analysis Masterclass: A Practical Guide to Power Query, Power Pivot, DAX, and Data Visualization, expert P. Swift provides a comprehensive, hands-on approach that will take you from Excel novice to advanced data analysis pro. This isn’t just another dry textbook – it’s your practical guide to mastering the core tools and techniques that will help you make sense of your data and drive real results. From Basic to Advanced: Your Journey to Excel Mastery Have you been struggling with basic Excel functionality? Do you often find that you are just skimming the surface? With Excel 365 Data Analysis Masterclass, you'll start with the essentials, quickly moving from basic spreadsheet functions to complex data manipulation techniques. You’ll learn all of the core concepts, so you can be comfortable using both basic and advanced techniques, no matter your prior experience. This book is equally suitable for those that have “Microsoft Excel Data Analysis for Beginners,” as well as for Excel for Data Professionals, making it a perfect guide for anyone, at any level. Harness the Power of Excel 365’s Most Powerful Tools This book will teach you all the tools that you need to be a proficient Excel user. You will learn all of the must know areas of Microsoft Excel Data Analysis, including all areas of Excel 365 Data Analysis. No matter what your data analysis needs are, this book will have you covered. Power Query Mastery: Tired of manually cleaning and transforming your messy data? We'll show you how to become a master of “Power Query Excel,” learning how to automate the entire process of data import and manipulation, no matter the size or complexity of your data set. Power Pivot Expertise: You'll unlock the secrets of “Power Pivot Excel,” using it to build robust data models and perform complex calculations that were not previously possible in Excel. If you’ve heard about data modeling, but have never used Power Pivot, then this book will show you everything that you need to know. DAX Demystified: Unleash the power of “Excel DAX Formulas” and perform calculations that go beyond the basics. You’ll become an expert at writing complex calculations that allow you to perform time series analysis, and other complex mathematical operations. Data Visualization that Captivates: Transform raw data into compelling visuals with our comprehensive guidance on “Excel Data Visualization.” Learn to create dashboards that clearly and concisely communicate data trends and patterns, and also allow the user to interact with your data. Transform Your Data, Transform Your Business This isn't just a theoretical guide. We emphasize Excel for Business Analysis by focusing on real-world examples and exercises that show you how to apply these techniques directly to your daily work. Whether you're in finance, marketing, project management, or any other field, this book will give you an edge by providing useful techniques that you can use immediately. Learn how to streamline your work, increase your productivity, and improve your overall performance. Key Skills You’ll Master: Advanced Techniques: We will focus on all aspects of “Advanced Excel Analysis,” including using Excel in ways that you never thought possible. You’ll be able to perform complex tasks that require expert level skills. Data Modeling: You’ll become an expert at “Excel Data Modeling,” and will be able to connect multiple tables of data. Data Cleaning and Transformation: You'll master “Excel Data Cleaning” using the tools that Excel has to offer, ensuring that you have clean, reliable data. Data Reporting: Learn the best ways to format data and how to provide a summary using the tools Excel provides for “Excel Data Reporting.” Data Automation: Transform your manual tasks into fully automated workflows using the powerful functions of Excel and by implementing “Excel Data Automation Workflow.” Data Analytics: Combine all of your skills to become a power user of “Data Analytics Excel.” You’ll learn the best practices to use data to drive business decisions. Complex Calculations: Unleash the power of DAX and learn how to implement a wide range of complex formulas. Pivot Tables: Unlock the power of “Excel Pivot Tables,” to quickly create customized tables to summarize large datasets. Targeted for Every Excel User This book is designed to be useful for everyone, from the Excel novice to the experienced data professional. You will learn the essentials of data analysis, as well as more advanced techniques that can help you take your skills to the next level. Whether you want to streamline your reporting process, make better business decisions, or simply improve your overall Excel skillset, this book will help you achieve your goals. If you are working in “Excel for Financial Analysis” you will find the real-world applications in this book to be incredibly useful. If you are looking for ways to use “Advanced Data Analysis Techniques in Excel,” or want to get more out of “Excel Data Analysis with Power Query and Power Pivot” then this is the right book for you. Ready to Take Your Excel Skills to the Next Level? Stop struggling with spreadsheets and start unlocking the true potential of your data. Liam P. Swift’s Microsoft Excel 365 Data Analysis Masterclass is your proven path to Excel mastery. Don’t wait any longer! Click the "Buy Now" button and start transforming your data analysis skills today!

Practical Decision Modeling With Microsoft Excel

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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-04-14

Practical Decision Modeling With Microsoft Excel written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-14 with Business & Economics categories.

Practical Decision Modeling with Microsoft Excel is the ultimate guide to data-driven decision-making, empowering you to leverage the power of data to make informed choices that drive success. This comprehensive book unveils the transformative potential of decision modeling, providing you with the knowledge and skills to construct robust and effective models using Microsoft Excel. With a focus on practicality and real-world applications, Practical Decision Modeling with Microsoft Excel presents a multitude of case studies drawn from diverse industries, showcasing the tangible benefits of data-driven decision-making. Learn how to optimize supply chains, enhance healthcare operations, make informed financial investments, and navigate the complexities of risk management with the aid of decision models. Delve into the foundations of decision modeling and gain a thorough understanding of the decision-making process. Explore advanced techniques such as Monte Carlo simulation, sensitivity analysis, and optimization, and discover how to integrate decision models with other software for even more powerful insights. Stay ahead in today's data-driven world by embracing the latest advancements in decision modeling, including artificial intelligence, machine learning, and big data analytics. These emerging technologies are transforming the way organizations make decisions, enabling them to uncover patterns, identify trends, and predict outcomes with unprecedented accuracy. Written in a conversational and engaging style, Practical Decision Modeling with Microsoft Excel is an invaluable resource for business leaders, analysts, and anyone seeking to harness the power of data to make better decisions. Its comprehensive coverage, clear explanations, and practical examples make it an indispensable asset for professionals looking to stay ahead in today's competitive business landscape. Unlock the full potential of data and make informed decisions that drive organizational success with Practical Decision Modeling with Microsoft Excel. This book is your key to unlocking the power of data-driven decision-making and transforming your organization's performance. If you like this book, write a review on google books!

Segmentation Revenue Management And Pricing Analytics

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Author : Tudor Bodea
language : en
Publisher: Routledge
Release Date : 2014-03-21

Segmentation Revenue Management And Pricing Analytics written by Tudor Bodea and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-03-21 with Business & Economics categories.

The practices of revenue management and pricing analytics have transformed the transportation and hospitality industries, and are increasingly important in industries as diverse as retail, telecommunications, banking, health care and manufacturing. Segmentation, Revenue Management and Pricing Analytics guides students and professionals on how to identify and exploit revenue management and pricing opportunities in different business contexts. Bodea and Ferguson introduce concepts and quantitative methods for improving profit through capacity allocation and pricing. Whereas most marketing textbooks cover more traditional, qualitative methods for determining customer segments and prices, this book uses historical sales data with mathematical optimization to make those decisions. With hands-on practice and a fundamental understanding of some of the most common analytical models, readers will be able to make smarter business decisions and higher profits. This book will be a useful and enlightening read for MBA students in pricing and revenue management, marketing, and service operations.

Oswaal Cbse Sample Question Papers Class 10 Artificial Intelligence Book For 2025 Exam

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Author : Oswaal Editorial Board
language : en
Publisher: Oswaal Books
Release Date : 2025-07-04

Oswaal Cbse Sample Question Papers Class 10 Artificial Intelligence Book For 2025 Exam written by Oswaal Editorial Board and has been published by Oswaal Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-04 with Study Aids categories.

Benefits of the product: •Strictly based on the CBSE Sample Paper released on 5th September 2024 With 50% Competency based Questions •Fresh & Relevant with the Latest Typologies of Questions •Score Boosting Insights with 450 Questions & 200 Concepts(approx.) •Insider Tips & Techniques with On-Tips Notes, Mind Maps & Mnemonics •Exam Ready to Practice with 5 Solved & 5 Self-Assessment Papers •High Scoring Cheat Sheet” with Decoded Marking Scheme

Business Financial Planning With Microsoft Excel

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Author : Gavin Powell
language : en
Publisher: CRC Press
Release Date : 2023-06-09

Business Financial Planning With Microsoft Excel written by Gavin Powell and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-09 with Business & Economics categories.

Business Finance Planning with Microsoft® Excel® shows how to visualize, plan, and put into motion an idea for creating a start-up company. Microsoft Excel is a tool that makes it easier to build a business financial planning process for a new business venture. With an easy-to follow structure, the book flows as a six-step process: Presenting a case study of a business start-up Creating goals and objectives Determining expenses from those goals and objectives, Estimating potential sales revenue based on what competitors charge their customers Predicting marketing costs Finalizing the financial analysis with a of financial statements. Written around an IT startup case study, the book presents a host of Excel worksheets describing the case study along with accompanying blank forms. Readers can use these forms in their own businesses, so they can build parts of their own business plans as they go. This is intended to be a practical guide that teaches and demonstrates by example, in the end presenting a usable financial model to build and tweak a financial plan with a set of customizable Excel worksheets. The book uses practical techniques to help with the planning processing. These include applying a SWOT (strengths, weaknesses, opportunities, and threats) matrix to evaluate a business idea and SMART (Specific, Measurable, Achievable, Relevant, and Time-Bound) objectives to link together goals. As the book concludes, readers will be able to develop their own income statement, balance sheet, and the cash-flow statement for a full analysis of their new business ideas. Worksheets are available to download from: https://oracletroubleshooter.com/business-finance-planning/app/

Marketing Analytics

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Author : Wayne L. Winston
language : en
Publisher: John Wiley & Sons
Release Date : 2014-01-13

Marketing Analytics written by Wayne L. Winston and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-13 with Computers categories.

Helping tech-savvy marketers and data analysts solve real-world business problems with Excel Using data-driven business analytics to understand customers and improve results is a great idea in theory, but in today's busy offices, marketers and analysts need simple, low-cost ways to process and make the most of all that data. This expert book offers the perfect solution. Written by data analysis expert Wayne L. Winston, this practical resource shows you how to tap a simple and cost-effective tool, Microsoft Excel, to solve specific business problems using powerful analytic techniques—and achieve optimum results. Practical exercises in each chapter help you apply and reinforce techniques as you learn. Shows you how to perform sophisticated business analyses using the cost-effective and widely available Microsoft Excel instead of expensive, proprietary analytical tools Reveals how to target and retain profitable customers and avoid high-risk customers Helps you forecast sales and improve response rates for marketing campaigns Explores how to optimize price points for products and services, optimize store layouts, and improve online advertising Covers social media, viral marketing, and how to exploit both effectively Improve your marketing results with Microsoft Excel and the invaluable techniques and ideas in Marketing Analytics: Data-Driven Techniques with Microsoft Excel.

Operations Management In The Hospitality Industry

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Author : Peter Szende
language : en
Publisher: Emerald Group Publishing
Release Date : 2021-06-10

Operations Management In The Hospitality Industry written by Peter Szende and has been published by Emerald Group Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-10 with Business & Economics categories.

From restaurants to resorts, the hospitality industry demands strong operations management to delight guests, develop employees, and deliver financial returns. This introductory textbook provides students with fundamental techniques and tools to analyse and improve operational capabilities of any hospitality organization.

Marketing Analytics

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Author : Wayne L. Winston
language : en
Publisher: John Wiley & Sons
Release Date : 2014-01-08

Data Forecasting And Segmentation Using Microsoft Excel

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