Название: Аналитическая культура Автор: Карл Андерсон Язык: Русский Издательство: Питер Жанр: финансовые инструменты, эффективность бизнеса, анализ данных, бизнес-аналитика Год: 2017 Страниц: 691 Формат: PDF, DJVU, RTF, FB2 Размер: 143.38 Mb Описание:Это практическое пошаговое руководство по внедрению в вашей организации управления на основе данных. Карл Андерсон, директор по аналитике в компании Warby Parker, провел интервью с ведущими аналитиками и учеными и собрал кейсы, которые и легли в основу данной книги.
Название: It's All Analytics - Part II: Designing an Integrated AI, Analytics, and Data Science Architecture for Your Organization Автор: Scott Burk, David E. Sweenor Издательство: Routledge Год: 2022 Страниц: 299 Язык: английский Формат: pdf (true) Размер: 10.19 MB This book debunks the common notion that data are the foundation of any analysis. It shows that a much more basic foundation is needed before results of data analysis can be used in an organization effectively - appropriate business processes must be designed and built to accept them. The question is posed early in the book, “We have to change the way we work”? Yes, we must change the way we work. That has happened many times before. It happened during the Industrial Revolution to harness steam power to drive big machines. It happened during the Computer Revolution to move from typewriters to word processors and from paper ledgers to computer databases. AI and analytics programs are considered something you “add to your business or organization” - a department, some data scientists, some software, and some training.
Название: Statistics. Volume 3: Categorical and Time Dependent Data Analysis Автор: Kunihiro Suzuki Издательство: Nova Science Publishers, Inc. Год: 2019 Страниц: 490 Язык: английский Формат: pdf (true) Размер: 10.1 MB We utilize statistics when we evaluate TV program ratings, predict voting outcomes, prepare stock, predict the amount of sales, and evaluate the effectiveness of medical treatment. We want to predict the results not on the basis of personal experience or images, but on the basis of corresponding data. The accuracy of the prediction depends on the data and related theories. It is easy to show input and output data associated with a model without understanding it. However, the models themselves are not perfect, because they contain assumptions and approximations in general. Therefore, the application of the model to the data should be careful. We should know what model we should apply to the data, what parameters are assumed in the model, and what we can state based on the results of the models.
Название: Applied User Data Collection and Analysis Using javascript and PHP Автор: Kyle Goslin, Markus Hofmann Издательство: Chapman and Hall/CRC Год: 2021 Страниц: 346 Язык: английский Формат: pdf (true) Размер: 10.6 MB Applied User Data Collection and Analysis Using javascript and PHP is designed to provide the technical skills and competency to gather a wide range of user data from web applications in both active and passive methods. This is done by providing the reader with real-world examples of how a variety of different javascript- and PHP-based libraries can be used to gather data using custom feedback forms and embedded data gathering tools.
Название: A History of Data Visualization and Graphic Communication Автор: Michael Friendly, Howard Wainer Издательство: Harvard University Press Год: 2021 Страниц: 337 Язык: английский Формат: pdf (true) Размер: 19.9 MB A comprehensive history of data visualization―its origins, rise, and effects on the ways we think about and solve problems. With complex information everywhere, graphics have become indispensable to our daily lives. Navigation apps show real-time, interactive traffic data. A color-coded map of exit polls details election balloting down to the county level. Charts communicate stock market trends, government spending, and the dangers of epidemics. A History of Data Visualization and Graphic Communication tells the story of how graphics left the exclusive confines of scientific research and became ubiquitous. As data visualization spread, it changed the way we think.
Название: Machine Intelligence and Data Analytics for Sustainable Future Smart Cities Автор: Uttam Ghosh, Yassine Maleh Издательство: Springer Год: 2021 Страниц: 413 Язык: английский Формат: pdf (true) Размер: 15.2 MB This book presents the latest advances in computational intelligence and data analytics for sustainable future smart cities. It focuses on computational intelligence and data analytics to bring together the smart city and sustainable city endeavors. It also discusses new models, practical solutions and technological advances related to the development and the transformation of cities through machine intelligence and Big Data models and techniques. It aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this area or those interested in grasping its diverse facets and exploring the latest advances on machine intelligence and data analytics for sustainable future smart city applications.
Название: Categorical Data Analysis for the Behavioral and Social Sciences, 2nd Edition Автор: Razia Azen, Cindy M. Walker Издательство: Routledge Год: 2021 Страниц: 327 Язык: английский Формат: pdf (true) Размер: 10.1 MB Featuring a practical approach with numerous examples, the second edition of Categorical Data Analysis for the Behavioral and Social Sciences focuses on helping the reader develop a conceptual understanding of categorical methods, making it a much more accessible text than others on the market. The authors cover common categorical analysis methods and emphasize specific research questions that can be addressed by each analytic procedure, including how to obtain results using SPSS, SAS, and R, so that readers are able to address the research questions they wish to answer.
Название: Self-Service Data Analytics and Governance for Managers Автор: Nathan E. Myers, Gregory Kogan Издательство: Wiley Год: 2021 Страниц: 352 Язык: английский Формат: epub Размер: 10.1 MB Project governance, investment governance, and risk governance precepts are woven together in Self-Service Data Analytics and Governance for Managers, equipping managers to structure the inevitable chaos that can result as end-users take matters into their own handsю Motivated by the promise of control and efficiency benefits, the widespread adoption of data analytics tools has created a new fast-moving environment of digital transformation in the finance, accounting, and operations world, where entire functions spend their days processing in spreadsheets. With the decentralization of application development as users perform their own analysis on data sets and automate spreadsheet processing without the involvement of IT, governance must be revisited to maintain process control in the new environment.
Название: Reverse Clustering: Formulation, Interpretation and Case Studies Автор: Jan W. Owsinski, Jarosław Stanczak, Karol Opara Издательство: Springer Год: 2021 Страниц: 177 Язык: английский Формат: pdf (true), epub Размер: 18.7 MB This book presents a new perspective on and a new approach to a wide spectrum of situations, related to data analysis, actually, a kind of a new paradigm. Namely, for a given data set and its partition, whose origins may be of any kind, the authors try to reconstruct this partition on the basis of the data set given, using very broadly conceived clustering procedure. The main advantages of this new paradigm concern the substantive aspects of the particular cases considered, mainly in view of the variety of interpretations, which can be assumed in the framework of the paradigm.
Название: Applied Time Series Analysis: A Practical Guide to Modeling and Forecasting Автор: Terence C. Mills Издательство: Academic Press, Elsevier Год: 2019 Страниц: 337 Язык: английский Формат: pdf (true), epub Размер: 16.2 MB Written for those who need an introduction, Applied Time Series Analysis reviews applications of the popular econometric analysis technique across disciplines. Carefully balancing accessibility with rigor, it spans economics, finance, economic history, climatology, meteorology, and public health. Terence Mills provides a practical, step-by-step approach that emphasizes core theories and results without becoming bogged down by excessive technical details. Including univariate and multivariate techniques, Applied Time Series Analysis provides data sets and program files that support a broad range of multidisciplinary applications, distinguishing this book from others.
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