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Practical Time Series Analysis

Author : Aileen Nielsen
Publisher : O'Reilly Media
ISBN 13 : 1492041629
Total Pages : 500 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Practical Time Series Analysis by : Aileen Nielsen

Download or read book Practical Time Series Analysis written by Aileen Nielsen and published by O'Reilly Media. This book was released on 2019-09-20 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase. Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challengesin time series, using both traditional statistical and modern machine learning techniques. Author Aileen Nielsen offers an accessible, well-rounded introduction to time series in both R and Python that will have data scientists, software engineers, and researchers up and running quickly. You’ll get the guidance you need to confidently: Find and wrangle time series data Undertake exploratory time series data analysis Store temporal data Simulate time series data Generate and select features for a time series Measure error Forecast and classify time series with machine or deep learning Evaluate accuracy and performance

Practical Time Series Analysis Using SAS

Author : Anders Milhoj
Publisher :
ISBN 13 : 9781612901701
Total Pages : 0 pages
Book Rating : 4.9/5 (17 download)

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Book Synopsis Practical Time Series Analysis Using SAS by : Anders Milhoj

Download or read book Practical Time Series Analysis Using SAS written by Anders Milhoj and published by . This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anders Milhøj's Practical Time Series Analysis Using SAS explains and demonstrates through examples how you can use SAS for time series analysis. It offers modern procedures for forecasting, seasonal adjustments, and decomposition of time series that can be used without involved statistical reasoning. The book teaches, with numerous examples, how to apply these procedures with very simple coding. In addition, it also gives the statistical background for interested readers. Beginning with an introductory chapter that covers the practical handling of time series data in SAS using the TIMESERIES and EXPAND procedures, it goes on to explain forecasting, which is found in the ESM procedure; seasonal adjustment, including trading-day correction using PROC X12; and unobserved component models using the UCM procedure. This book is part of the SAS Press program.

Practical Time Series Analysis

Author : Aileen Nielsen
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492041602
Total Pages : 498 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Practical Time Series Analysis by : Aileen Nielsen

Download or read book Practical Time Series Analysis written by Aileen Nielsen and published by "O'Reilly Media, Inc.". This book was released on 2019-09-20 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase. Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challengesin time series, using both traditional statistical and modern machine learning techniques. Author Aileen Nielsen offers an accessible, well-rounded introduction to time series in both R and Python that will have data scientists, software engineers, and researchers up and running quickly. You’ll get the guidance you need to confidently: Find and wrangle time series data Undertake exploratory time series data analysis Store temporal data Simulate time series data Generate and select features for a time series Measure error Forecast and classify time series with machine or deep learning Evaluate accuracy and performance

Practical Tableau

Author : Ryan Sleeper
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491977264
Total Pages : 510 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Practical Tableau by : Ryan Sleeper

Download or read book Practical Tableau written by Ryan Sleeper and published by "O'Reilly Media, Inc.". This book was released on 2018-04-03 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you have some experience with Tableau software or are just getting started, this manual goes beyond the basics to help you build compelling, interactive data visualization applications. Author Ryan Sleeper, one of the worldâ??s most qualified Tableau consultants, complements his web posts and instructional videos with this guide to give you a firm understanding of how to use Tableau to find valuable insights in data. Over five sections, Sleeperâ??recognized as a Tableau Zen Master, Tableau Public Visualization of the Year author, and Tableau Iron Viz Championâ??provides visualization tips, tutorials, and strategies to help you avoid the pitfalls and take your Tableau knowledge to the next level. Practical Tableau sections include: Fundamentals: get started with Tableau from the beginning Chart types: use step-by-step tutorials to build a variety of charts in Tableau Tips and tricks: learn innovative uses of parameters, color theory, how to make your Tableau workbooks run efficiently, and more Framework: explore the INSIGHT framework, a proprietary process for building Tableau dashboards Storytelling: learn tangible tactics for storytelling with data, including specific and actionable tips you can implement immediately

Practical R for Mass Communication and Journalism

Author : Sharon Machlis
Publisher : CRC Press
ISBN 13 : 0429681755
Total Pages : 372 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Practical R for Mass Communication and Journalism by : Sharon Machlis

Download or read book Practical R for Mass Communication and Journalism written by Sharon Machlis and published by CRC Press. This book was released on 2018-12-21 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you want to use R to tell stories? This book was written for you—whether you already know some R or have never coded before. Most R texts focus only on programming or statistical theory. Practical R for Mass Communication and Journalism gives you ideas, tools, and techniques for incorporating data and visualizations into your narratives. You’ll see step by step how to: Analyze airport flight delays, restaurant inspections, and election results Map bank locations, median incomes, and new voting districts Compare campaign contributions to final election results Extract data from PDFs Whip messy data into shape for analysis Scrape data from a website Create graphics ranging from simple, static charts to interactive visualizations for the Web If you work or plan to work in a newsroom, government office, non-profit policy organization, or PR office, Practical R for Mass Communication and Journalism will help you use R in your world. This book has a companion website with code, links to additional resources, and searchable tables by function and task. Sharon Machlis is the author of Computerworld’s Beginner’s Guide to R, host of InfoWorld’s Do More With R video screencast series, admin for the R for Journalists Google Group, and is well known among Twitter users who follow the #rstats hashtag. She is Director of Editorial Data and Analytics at IDG Communications (parent company of Computerworld, InfoWorld, PC World and Macworld, among others) and a frequent speaker at data journalism and R conferences.

The Practical PC

Author : June Jamrich Parsons
Publisher : Cengage Learning
ISBN 13 :
Total Pages : 258 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis The Practical PC by : June Jamrich Parsons

Download or read book The Practical PC written by June Jamrich Parsons and published by Cengage Learning. This book was released on 2003 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: A part of the Practical series, this text offers a hands-on interactive CD with a book companion, which teaches students how to use their PC. Covers important ethical and societal issues that affect today's PC Users, such as software piracy, e-commerce security, e-mail privacy, and more.

Practical Time Series Forecasting with R

Author : Galit Shmueli
Publisher : Axelrod Schnall Publishers
ISBN 13 : 0997847913
Total Pages : 232 pages
Book Rating : 4.9/5 (978 download)

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Book Synopsis Practical Time Series Forecasting with R by : Galit Shmueli

Download or read book Practical Time Series Forecasting with R written by Galit Shmueli and published by Axelrod Schnall Publishers. This book was released on 2016-07-19 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Time Series Forecasting with R: A Hands-On Guide, Second Edition provides an applied approach to time-series forecasting. Forecasting is an essential component of predictive analytics. The book introduces popular forecasting methods and approaches used in a variety of business applications. The book offers clear explanations, practical examples, and end-of-chapter exercises and cases. Readers will learn to use forecasting methods using the free open-source R software to develop effective forecasting solutions that extract business value from time-series data. Featuring improved organization and new material, the Second Edition also includes: - Popular forecasting methods including smoothing algorithms, regression models, and neural networks - A practical approach to evaluating the performance of forecasting solutions - A business-analytics exposition focused on linking time-series forecasting to business goals - Guided cases for integrating the acquired knowledge using real data* End-of-chapter problems to facilitate active learning - A companion site with data sets, R code, learning resources, and instructor materials (solutions to exercises, case studies) - Globally-available textbook, available in both softcover and Kindle formats Practical Time Series Forecasting with R: A Hands-On Guide, Second Edition is the perfect textbook for upper-undergraduate, graduate and MBA-level courses as well as professional programs in data science and business analytics. The book is also designed for practitioners in the fields of operations research, supply chain management, marketing, economics, finance and management. For more information, visit forecastingbook.com

Practical Modern JavaScript

Author : Nicolas Bevacqua
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491943548
Total Pages : 267 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Practical Modern JavaScript by : Nicolas Bevacqua

Download or read book Practical Modern JavaScript written by Nicolas Bevacqua and published by "O'Reilly Media, Inc.". This book was released on 2017-06-26 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: To get the most out of modern JavaScript, you need learn the latest features of its parent specification, ECMAScript 6 (ES6). This book provides a highly practical look at ES6, without getting lost in the specification or its implementation details. Armed with practical examples, author Nicolas Bevacqua shows you new ways to deal with asynchronous flow control, declare objects or functions, and create proxies or unique sets, among many other features. The first title in Bevacqua’s Modular JavaScript series, Practical Modern JavaScript prepares JavaScript and Node.js developers for applied lessons in modular design, testing, and deployment in subsequent books. This book explains: How JavaScript and its standards development process have evolved Essential ES6 changes, including arrow functions, destructuring, let and const Class syntax for declaring object prototypes, and the new Symbol primitive How to handle flow control with Promises, iterators, generators, and async functions ES6 collection built-in types for creating object maps and unique sets How and when to use the new Proxy and Reflect built-ins Changes to Array, Math, numbers, strings, Unicode, and regular expressions, and other improvements since ES5

Practical Statistics

Author : David Kremelberg
Publisher : SAGE Publications
ISBN 13 : 150631791X
Total Pages : 529 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Practical Statistics by : David Kremelberg

Download or read book Practical Statistics written by David Kremelberg and published by SAGE Publications. This book was released on 2010-03-18 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: Making statistics—and statistical software—accessible and rewarding This book provides readers with step-by-step guidance on running a wide variety of statistical analyses in IBM® SPSS® Statistics, Stata, and other programs. Author David Kremelberg begins his user-friendly text by covering charts and graphs through regression, time-series analysis, and factor analysis. He provides a background of the method, then explains how to run these tests in IBM SPSS and Stata. He then progresses to more advanced kinds of statistics such as HLM and SEM, where he describes the tests and explains how to run these tests in their appropriate software including HLM and AMOS. This is an invaluable guide for upper-level undergraduate and graduate students across the social and behavioral sciences who need assistance in understanding the various statistical packages.

Applied Time Series Analysis

Author : Terence C. Mills
Publisher : Academic Press
ISBN 13 : 0128131179
Total Pages : 354 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Applied Time Series Analysis by : Terence C. Mills

Download or read book Applied Time Series Analysis written by Terence C. Mills and published by Academic Press. This book was released on 2019-01-24 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Magic Lessons

Author : Alice Hoffman
Publisher : Simon and Schuster
ISBN 13 : 1982108851
Total Pages : 416 pages
Book Rating : 4.9/5 (821 download)

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Book Synopsis Magic Lessons by : Alice Hoffman

Download or read book Magic Lessons written by Alice Hoffman and published by Simon and Schuster. This book was released on 2021-09-07 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the 1600s, Maria was abandoned in a snowy field in rural England as a baby. Under the care of Hannah Owens, who recognizes that Maria has a gift, she learns about the 'Unnamed Arts.' When Maria is abandoned by the man who has declared his love for her, she follows him to Salem, Massachusetts. She invokes a curse that will haunt her family for generations. And she learns the lesson that she will carry with her for the rest of her life: Love is the only thing that matters.

Practical Governance

Author : J. Larry Tyler
Publisher :
ISBN 13 :
Total Pages : 224 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Practical Governance by : J. Larry Tyler

Download or read book Practical Governance written by J. Larry Tyler and published by . This book was released on 2001 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt:

CCNP Practical Studies

Author : Henry Benjamin
Publisher : Cisco Press
ISBN 13 : 9781587200540
Total Pages : 596 pages
Book Rating : 4.2/5 (5 download)

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Book Synopsis CCNP Practical Studies by : Henry Benjamin

Download or read book CCNP Practical Studies written by Henry Benjamin and published by Cisco Press. This book was released on 2002 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: For preparation for the CCNP Routing exam, this set contains lab exercises that give readers the benefit of hands-on experience to apply in their exam studies. The tutorial helps CCNP candidates and newly minted CCNPs apply their newly gained theoretical knowledge into working experience.

Analyzing Neural Time Series Data

Author : Mike X Cohen
Publisher : MIT Press
ISBN 13 : 0262019876
Total Pages : 615 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Analyzing Neural Time Series Data by : Mike X Cohen

Download or read book Analyzing Neural Time Series Data written by Mike X Cohen and published by MIT Press. This book was released on 2014-01-17 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide to the conceptual, mathematical, and implementational aspects of analyzing electrical brain signals, including data from MEG, EEG, and LFP recordings. This book offers a comprehensive guide to the theory and practice of analyzing electrical brain signals. It explains the conceptual, mathematical, and implementational (via Matlab programming) aspects of time-, time-frequency- and synchronization-based analyses of magnetoencephalography (MEG), electroencephalography (EEG), and local field potential (LFP) recordings from humans and nonhuman animals. It is the only book on the topic that covers both the theoretical background and the implementation in language that can be understood by readers without extensive formal training in mathematics, including cognitive scientists, neuroscientists, and psychologists. Readers who go through the book chapter by chapter and implement the examples in Matlab will develop an understanding of why and how analyses are performed, how to interpret results, what the methodological issues are, and how to perform single-subject-level and group-level analyses. Researchers who are familiar with using automated programs to perform advanced analyses will learn what happens when they click the “analyze now” button. The book provides sample data and downloadable Matlab code. Each of the 38 chapters covers one analysis topic, and these topics progress from simple to advanced. Most chapters conclude with exercises that further develop the material covered in the chapter. Many of the methods presented (including convolution, the Fourier transform, and Euler's formula) are fundamental and form the groundwork for other advanced data analysis methods. Readers who master the methods in the book will be well prepared to learn other approaches.

Practical Plumbing

Author : C. J. Smith
Publisher : MacMillan Education, Limited
ISBN 13 : 9780333616574
Total Pages : 293 pages
Book Rating : 4.6/5 (165 download)

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Book Synopsis Practical Plumbing by : C. J. Smith

Download or read book Practical Plumbing written by C. J. Smith and published by MacMillan Education, Limited. This book was released on 1998 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part of a series that has been developed to recognise the need of practical, appropriate and up-to-date technical and vocational care texts, this text has been written for students studying plumbing courses. Including detailed, easy-to-follow information, illustrations and tips, this text presents advice on plumbing installation, maintenance and service.

Practical Fruits of Econophysics

Author : Hideki Takayasu
Publisher : Springer Science & Business Media
ISBN 13 : 4431289151
Total Pages : 401 pages
Book Rating : 4.4/5 (312 download)

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Book Synopsis Practical Fruits of Econophysics by : Hideki Takayasu

Download or read book Practical Fruits of Econophysics written by Hideki Takayasu and published by Springer Science & Business Media. This book was released on 2006-06-18 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Some economic phenomena are predictable and controllable, and some are impos sible to foresee. Existing economic theories do not provide satisfactory answers as to what degree economic phenomena can be predicted and controlled, and in what situations. Against this background, people working on the financial front lines in real life have to rely on empirical rules based on experiments that often lack a solid foundation. "Econophysics" is a new science that analyzes economic phenomena empirically from a physical point of view, and it is being studied mainly to offer scientific, objective and significant answers to such problems. This book is the proceedings of the third Nikkei symposium on ''Practical Fruits of Econophysics," held in Tokyo, November 9-11, 2004. In the first symposium held in 2000, empirical rules were established by analyzing high-frequency finan cial data, and various kinds of theoretical approaches were confimied. In the second symposium, in 2002, the predictability of imperfections and of economic fluctua tions was discussed in detail, and methods for applying such studies were reported. The third symposium gave an overview of practical developments that can immedi ately be applied to the financial sector, or at least provide hints as to how to use the methodology.

Designing Software Architectures

Author : Humberto Cervantes
Publisher : Addison-Wesley Professional
ISBN 13 : 0134390830
Total Pages : 347 pages
Book Rating : 4.1/5 (343 download)

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Book Synopsis Designing Software Architectures by : Humberto Cervantes

Download or read book Designing Software Architectures written by Humberto Cervantes and published by Addison-Wesley Professional. This book was released on 2016-04-29 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designing Software Architectures will teach you how to design any software architecture in a systematic, predictable, repeatable, and cost-effective way. This book introduces a practical methodology for architecture design that any professional software engineer can use, provides structured methods supported by reusable chunks of design knowledge, and includes rich case studies that demonstrate how to use the methods. Using realistic examples, you’ll master the powerful new version of the proven Attribute-Driven Design (ADD) 3.0 method and will learn how to use it to address key drivers, including quality attributes, such as modifiability, usability, and availability, along with functional requirements and architectural concerns. Drawing on their extensive experience, Humberto Cervantes and Rick Kazman guide you through crafting practical designs that support the full software life cycle, from requirements to maintenance and evolution. You’ll learn how to successfully integrate design in your organizational context, and how to design systems that will be built with agile methods. Comprehensive coverage includes Understanding what architecture design involves, and where it fits in the full software development life cycle Mastering core design concepts, principles, and processes Understanding how to perform the steps of the ADD method Scaling design and analysis up or down, including design for pre-sale processes or lightweight architecture reviews Recognizing and optimizing critical relationships between analysis and design Utilizing proven, reusable design primitives and adapting them to specific problems and contexts Solving design problems in new domains, such as cloud, mobile, or big data