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Author : Thomas H. Davenport
Publisher : Pearson Education
ISBN 13 : 0133039439
Total Pages : 287 pages
Book Rating : 4.1/5 (33 download)
Download or read book Enterprise Analytics written by Thomas H. Davenport and published by Pearson Education. This book was released on 2013 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: "International Institute for Analytics"--Dust jacket.
Author : Gene Pease
Publisher : John Wiley & Sons
ISBN 13 : 1118466764
Total Pages : 261 pages
Book Rating : 4.1/5 (184 download)
Download or read book Human Capital Analytics written by Gene Pease and published by John Wiley & Sons. This book was released on 2012-10-30 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: An insightful look at the implementation of advanced analytics on human capital Human capital analytics, also known as human resources analytics or talent analytics, is the application of sophisticated data mining and business analytics techniques to human resources data. Human Capital Analytics provides an in-depth look at the science of human capital analytics, giving practical examples from case studies of companies applying analytics to their people decisions and providing a framework for using predictive analytics to optimize human capital investments. Written by Gene Pease, Boyce Byerly, and Jac Fitz-enz, widely regarded as the father of human capital Offers practical examples from case studies of companies applying analytics to their people decisions An in-depth discussion of tools needed to do the work, particularly focusing on multivariate analysis The challenge of human resources analytics is to identify what data should be captured and how to use the data to model and predict capabilities so the organization gets an optimal return on investment on its human capital. The goal of human capital analytics is to provide an organization with insights for effectively managing employees so that business goals can be reached quickly and efficiently. Written by human capital analytics specialists Gene Pease, Boyce Byerly, and Jac Fitz-enz, Human Capital Analytics provides essential action steps for implementation of advanced analytics on human capital.
Author : Zvi Bodie
Publisher :
ISBN 13 : 9780070965454
Total Pages : 914 pages
Book Rating : 4.9/5 (654 download)
Download or read book Investments written by Zvi Bodie and published by . This book was released on 2008 with total page 914 pages. Available in PDF, EPUB and Kindle. Book excerpt: TheSixth Canadian Edition of Investments by Bodie et alpresents an up to date blend of the classical theory of investments combined with a full treatment of newer topics. Instructors and students alike appreciate the Canadian perspective and the rich research that enhances the level of discussion in the classroom. Full integration of relevant technology (Excel applications, Standard & Poor's questions) and an increased internet presence helps students to understand, absorb and apply the concepts and techniques presented.
Author : Richard A. DeFusco
Publisher : John Wiley & Sons
ISBN 13 : 1119104602
Total Pages : 635 pages
Book Rating : 4.1/5 (191 download)
Download or read book Quantitative Investment Analysis written by Richard A. DeFusco and published by John Wiley & Sons. This book was released on 2015-10-15 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your complete guide to quantitative analysis in the investment industry Quantitative Investment Analysis, Third Edition is a newly revised and updated text that presents you with a blend of theory and practice materials to guide you through the use of statistics within the context of finance and investment. With equal focus on theoretical concepts and their practical applications, this approachable resource offers features, such as learning outcome statements, that are targeted at helping you understand, retain, and apply the information you have learned. Throughout the text's chapters, you explore a wide range of topics, such as the time value of money, discounted cash flow applications, common probability distributions, sampling and estimation, hypothesis testing, and correlation and regression. Applying quantitative analysis to the investment process is an important task for investment pros and students. A reference that provides even subject matter treatment, consistent mathematical notation, and continuity in topic coverage will make the learning process easier—and will bolster your success. Explore the materials you need to apply quantitative analysis to finance and investment data—even if you have no previous knowledge of this subject area Access updated content that offers insight into the latest topics relevant to the field Consider a wide range of subject areas within the text, including chapters on multiple regression, issues in regression analysis, time-series analysis, and portfolio concepts Leverage supplemental materials, including the companion Workbook and Instructor's Manual, sold separately Quantitative Investment Analysis, Third Edition is a fundamental resource that covers the wide range of quantitative methods you need to know in order to apply quantitative analysis to the investment process.
Author : Edward E Williams
Publisher : World Scientific Publishing Company
ISBN 13 : 9813224274
Total Pages : 621 pages
Book Rating : 4.8/5 (132 download)
Download or read book Quantitative Financial Analytics: The Path To Investment Profits written by Edward E Williams and published by World Scientific Publishing Company. This book was released on 2017-07-20 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive treatment of the important aspects of investment theory, security analysis, and portfolio selection, with a quantitative emphasis not to be found in most other investment texts.The statistical analysis framework of markets and institutions in the book meets the need for advanced undergraduates and graduate students in quantitative disciplines, who wish to apply their craft to the world of investments. In addition, entrepreneurs will find the volume to be especially useful. It also contains a clearly detailed explanation of many recent developments in portfolio and capital market theory as well as a thorough procedural discussion of security analysis. Professionals preparing for the CPA, CFA, and or CFP examinations will also benefit from a close scrutiny of the many problems following each chapter.The level of difficulty progresses through the textbook with more advanced treatment appearing in the latter sections of each chapter, and the last chapters of the volume.
Author : Carl Anderson
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491916885
Total Pages : 300 pages
Book Rating : 4.4/5 (919 download)
Download or read book Creating a Data-Driven Organization written by Carl Anderson and published by "O'Reilly Media, Inc.". This book was released on 2015-07-23 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: "What do you need to become a data-driven organization? Far more than having big data or a crack team of unicorn data scientists, it requires establishing an effective, deeply-ingrained data culture. This practical book shows you how true data-drivenness involves processes that require genuine buy-in across your company ... Through interviews and examples from data scientists and analytics leaders in a variety of industries ... Anderson explains the analytics value chain you need to adopt when building predictive business models"--Publisher's description.
Author : Tommy Blanchard
Publisher : Packt Publishing Ltd
ISBN 13 : 1789952107
Total Pages : 420 pages
Book Rating : 4.7/5 (899 download)
Download or read book Data Science for Marketing Analytics written by Tommy Blanchard and published by Packt Publishing Ltd. This book was released on 2019-03-30 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explore new and more sophisticated tools that reduce your marketing analytics efforts and give you precise results Key FeaturesStudy new techniques for marketing analyticsExplore uses of machine learning to power your marketing analysesWork through each stage of data analytics with the help of multiple examples and exercisesBook Description Data Science for Marketing Analytics covers every stage of data analytics, from working with a raw dataset to segmenting a population and modeling different parts of the population based on the segments. The book starts by teaching you how to use Python libraries, such as pandas and Matplotlib, to read data from Python, manipulate it, and create plots, using both categorical and continuous variables. Then, you'll learn how to segment a population into groups and use different clustering techniques to evaluate customer segmentation. As you make your way through the chapters, you'll explore ways to evaluate and select the best segmentation approach, and go on to create a linear regression model on customer value data to predict lifetime value. In the concluding chapters, you'll gain an understanding of regression techniques and tools for evaluating regression models, and explore ways to predict customer choice using classification algorithms. Finally, you'll apply these techniques to create a churn model for modeling customer product choices. By the end of this book, you will be able to build your own marketing reporting and interactive dashboard solutions. What you will learnAnalyze and visualize data in Python using pandas and MatplotlibStudy clustering techniques, such as hierarchical and k-means clusteringCreate customer segments based on manipulated data Predict customer lifetime value using linear regressionUse classification algorithms to understand customer choiceOptimize classification algorithms to extract maximal informationWho this book is for Data Science for Marketing Analytics is designed for developers and marketing analysts looking to use new, more sophisticated tools in their marketing analytics efforts. It'll help if you have prior experience of coding in Python and knowledge of high school level mathematics. Some experience with databases, Excel, statistics, or Tableau is useful but not necessary.
Author : Alec Levenson
Publisher : Berrett-Koehler Publishers
ISBN 13 : 1626560560
Total Pages : 263 pages
Book Rating : 4.6/5 (265 download)
Download or read book Strategic Analytics written by Alec Levenson and published by Berrett-Koehler Publishers. This book was released on 2015-11-02 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how to use an integrated approach to bring business analytics and HR analytics together by presenting a thorough and realistic treatment of the reasons for and challenges of taking an integrated approach.
Author : Mark J. Bennett
Publisher : Cambridge University Press
ISBN 13 : 1107150752
Total Pages : 397 pages
Book Rating : 4.1/5 (71 download)
Download or read book Financial Analytics with R written by Mark J. Bennett and published by Cambridge University Press. This book was released on 2016-10-06 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Analytics with R sharpens readers' skills in time-series, forecasting, portfolio selection, covariance clustering, prediction, and derivative securities.
Author : Renard Siew
Publisher : Springer Nature
ISBN 13 : 9811982376
Total Pages : 262 pages
Book Rating : 4.8/5 (119 download)
Download or read book Sustainability Analytics Toolkit for Practitioners written by Renard Siew and published by Springer Nature. This book was released on 2023-01-01 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book solicits meaningful contributions from key experts and practitioners that have been dealing with the emerging area of sustainability analytics. In doing so, readers would understand the cost, impact and performance of their sustainability initiatives. The book covers current analytical tools (eg: frameworks, standards, ESG indexes) to measure sustainability, and how these tools embed the Sustainable Development Goals (SDGs). In addition to that, a part of the book is also dedicated to the application of sustainability analytics, highlighting key challenges as well as the importance of engagement and communication in shaping the future direction of sustainability assessments. This book will be extremely useful to both researchers and practitioners who are looking for best--in-class practices to create value from their sustainability initiatives.
Author : Shishir K. Shandilya
Publisher : Springer Nature
ISBN 13 : 3030193535
Total Pages : 153 pages
Book Rating : 4.0/5 (31 download)
Download or read book Advances in Cyber Security Analytics and Decision Systems written by Shishir K. Shandilya and published by Springer Nature. This book was released on 2020-01-06 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains research contributions from leading cyber security scholars from around the world. The authors provide comprehensive coverage of various cyber security topics, while highlighting recent trends. The book also contains a compendium of definitions and explanations of concepts, processes, acronyms, and comprehensive references on existing literature and research on cyber security and analytics, information sciences, decision systems, digital forensics, and related fields. As a whole, the book is a solid reference for dynamic and innovative research in the field, with a focus on design and development of future-ready cyber security measures. Topics include defenses against ransomware, phishing, malware, botnets, insider threats, and many others.
Author : Robert S. Kricheff
Publisher : FT Press
ISBN 13 : 0132855240
Total Pages : 282 pages
Book Rating : 4.1/5 (328 download)
Download or read book A Pragmatist's Guide to Leveraged Finance written by Robert S. Kricheff and published by FT Press. This book was released on 2012-02-27 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: The high-yield leveraged bond and loan market (“junk bonds”) is now valued at $3+ trillion in North America, €1 trillion in Europe, and another $1 trillion in emerging markets. What’s more, based on the maturity schedules of current debt, it’s poised for massive growth. To successfully issue, evaluate, and invest in high-yield debt, however, financial professionals need credit and bond analysis skills specific to these instruments. Now, for the first time, there’s a complete, practical, and expert tutorial and workbook covering all facets of modern leveraged finance analysis. In A Pragmatist’s Guide to Leveraged Finance, Credit Suisse managing director Bob Kricheff explains why conventional analysis techniques are inadequate for leveraged instruments, clearly defines the unique challenges sellers and buyers face, walks step-by-step through deriving essential data for pricing and decision-making, and demonstrates how to apply it. Using practical examples, sample documents, Excel worksheets, and graphs, Kricheff covers all this, and much more: yields, spreads, and total return; ratio analysis of liquidity and asset value; business trend analysis; modeling and scenarios; potential interest rate impacts; evaluating and potentially escaping leveraged finance covenants; how to assess equity (and why it matters); investing on news and events; early stage credit; and creating accurate credit snapshots. This book is an indispensable resource for all investment and underwriting professionals, money managers, consultants, accountants, advisors, and lawyers working in leveraged finance. In fact, it teaches credit analysis skills that will be valuable in analyzing a wide variety of higher-risk investments, including growth stocks.
Author : Martin S. Fridson
Publisher : John Wiley & Sons
ISBN 13 : 0471264601
Total Pages : 414 pages
Book Rating : 4.4/5 (712 download)
Download or read book Financial Statement Analysis written by Martin S. Fridson and published by John Wiley & Sons. This book was released on 2002-10-01 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Financial Statement Analysis A Practitioner's Guide Third Edition "This is an illuminating and insightful tour of financial statements, how they can be used to inform, how they can be used to mislead, and how they can be used to analyze the financial health of a company." -Professor Jay O. Light Harvard Business School "Financial Statement Analysis should be required reading for anyone who puts a dime to work in the securities markets or recommends that others do the same." -Jack L. Rivkin Executive Vice President (retired) Citigroup Investments "Fridson and Alvarez provide a valuable practical guide for understanding, interpreting, and critically assessing financial reports put out by firms. Their discussion of profits-'quality of earnings'-is particularly insightful given the recent spate of reporting problems encountered by firms. I highly recommend their book to anyone interested in getting behind the numbers as a means of predicting future profits and stock prices." -Paul Brown Chair-Department of Accounting Leonard N. Stern School of Business, NYU "Let this book assist in financial awareness and transparency and higher standards of reporting, and accountability to all stakeholders." -Patricia A. Small Treasurer Emeritus, University of California Partner, KCM Investment Advisors "This book is a polished gem covering the analysis of financial statements. It is thorough, skeptical and extremely practical in its review." -Daniel J. Fuss Vice Chairman Loomis, Sayles & Company, LP
Author : Evan Stubbs
Publisher : John Wiley & Sons
ISBN 13 : 1118559444
Total Pages : 368 pages
Book Rating : 4.1/5 (185 download)
Download or read book Delivering Business Analytics written by Evan Stubbs and published by John Wiley & Sons. This book was released on 2013-01-30 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: AVOID THE MISTAKES THAT OTHERS MAKE – LEARN WHAT LEADS TO BEST PRACTICE AND KICKSTART SUCCESS This groundbreaking resource provides comprehensive coverage across all aspects of business analytics, presenting proven management guidelines to drive sustainable differentiation. Through a rich set of case studies, author Evan Stubbs reviews solutions and examples to over twenty common problems spanning managing analytics assets and information, leveraging technology, nurturing skills, and defining processes. Delivering Business Analytics also outlines the Data Scientist’s Code, fifteen principles that when followed ensure constant movement towards effective practice. Practical advice is offered for addressing various analytics issues; the advantages and disadvantages of each issue’s solution; and how these solutions can optimally create organizational value. With an emphasis on real-world examples and pragmatic advice throughout, Delivering Business Analytics provides a reference guide on: The economic principles behind how business analytics leads to competitive differentiation The elements which define best practice The Data Scientist’s Code, fifteen management principles that when followed help teams move towards best practice Practical solutions and frequent missteps to twenty-four common problems across people and process, systems and assets, and data and decision-making Drawing on the successes and failures of countless organizations, author Evan Stubbs provides a densely packed practical reference on how to increase the odds of success in designing business analytics systems and managing teams of data scientists. Uncover what constitutes best practice in business analytics and start achieving it with Delivering Business Analytics.
Author : João Moreira
Publisher : John Wiley & Sons
ISBN 13 : 1119296242
Total Pages : 352 pages
Book Rating : 4.1/5 (192 download)
Download or read book A General Introduction to Data Analytics written by João Moreira and published by John Wiley & Sons. This book was released on 2018-07-18 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to the principles and methods of data analysis that does not require knowledge of statistics or programming A General Introduction to Data Analytics is an essential guide to understand and use data analytics. This book is written using easy-to-understand terms and does not require familiarity with statistics or programming. The authors—noted experts in the field—highlight an explanation of the intuition behind the basic data analytics techniques. The text also contains exercises and illustrative examples. Thought to be easily accessible to non-experts, the book provides motivation to the necessity of analyzing data. It explains how to visualize and summarize data, and how to find natural groups and frequent patterns in a dataset. The book also explores predictive tasks, be them classification or regression. Finally, the book discusses popular data analytic applications, like mining the web, information retrieval, social network analysis, working with text, and recommender systems. The learning resources offer: A guide to the reasoning behind data mining techniques A unique illustrative example that extends throughout all the chapters Exercises at the end of each chapter and larger projects at the end of each of the text’s two main parts Together with these learning resources, the book can be used in a 13-week course guide, one chapter per course topic. The book was written in a format that allows the understanding of the main data analytics concepts by non-mathematicians, non-statisticians and non-computer scientists interested in getting an introduction to data science. A General Introduction to Data Analytics is a basic guide to data analytics written in highly accessible terms.
Author : Adam Fleischhacker
Publisher :
ISBN 13 :
Total Pages : 298 pages
Book Rating : 4.6/5 (671 download)
Download or read book A Business Analyst's Introduction to Business Analytics written by Adam Fleischhacker and published by . This book was released on 2020-07-20 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This up-to-date business analytics textbook (published in July 2020) will get you harnessing the power of the R programming language to: manipulate and model data, discover and communicate insight, to visually communicate that insight, and successfully advocate for change within an organization. Book Description A frequent teaching-award winning professor with an analytics-industry background shares his hands-on guide to learning business analytics. It is the first textbook addressing a complete and modern business analytics workflow that includes data manipulation, data visualization, modelling business problems with graphical models, translating graphical models into code, and presenting insights back to stakeholders. Book Highlights Content that is accessible to anyone, even most analytics beginners. If you have taken a stats course, you are good to go. Assumes no knowledge of the R programming language. Provides introduction to R, RStudio, and the Tidyverse. Provides a solid foundation and an implementable workflow for anyone wading into the Bayesian inference waters. Provides a complete workflow within the R-ecosystem; there is no need to learn several programming languages or work through clunky interfaces between software tools. First book introducing two powerful R-packages - `causact` for visual modelling of business problems and `greta` which is an R interface to `TensorFlow` used for Bayesian inference. Uses the intuitive coding practices of the `tidyverse` including using `dplyr` for data manipulation and `ggplot2` for data visualization. Datasets that are freely and easily accessible. Code for generating all results and almost every visualization used in the textbook. Do not learn statistical computation or fancy math in a vacuum, learn it through this guide within the context of solving business problems.
Author : Mert Damlapinar
Publisher : NLITX
ISBN 13 :
Total Pages : 311 pages
Book Rating : 4./5 ( download)
Download or read book Agile Analytics For Startups written by Mert Damlapinar and published by NLITX. This book was released on 2022-10-07 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: While you work hard building your startup, one of the biggest challenges you’ll face will be around your product’s ability to solve a big enough problem and its success in the market. Agile Analytics for Startups will help you navigate the complexity of early-stage business analytics, performance measurement, and the metrics that matter to your company. You can use the proven frameworks in this book to validate your product idea and the product/market fit, and understand your customers more granularly while you scale your business for automation. You can test and use many tools and solutions provided in the book and interact with different features of those solutions as you engage with other users of those products. This book will provide you with a step-by-step framework, examples and powerful solutions, from ideation to growth and all the way to scaling your business as you build your company with the power of analytics. -Agility is your advantage over large companies -Understand business analytics essentials and define how you will measure the success of your business early -Once you define your solution for “the problem” you tackle, validate your customer -Keep a short list of KPIs for the success of your product -Engage your customers throughout the development cycle -Product/market fit should happen before you go to market big -Keep testing your product, reiterate continuously -Know when to pivot as you modify and optimize your roadmap Be ready to speed up and maximize your output before the significant funding milestone(s)
