Data Just Right
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Data Just Right
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Author : Michael Manoochehri
language : en
Publisher: Addison-Wesley
Release Date : 2013-11-30
Data Just Right written by Michael Manoochehri and has been published by Addison-Wesley this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-30 with Computers categories.
Making Big Data Work: Real-World Use Cases and Examples, Practical Code, Detailed Solutions Large-scale data analysis is now vitally important to virtually every business. Mobile and social technologies are generating massive datasets; distributed cloud computing offers the resources to store and analyze them; and professionals have radically new technologies at their command, including NoSQL databases. Until now, however, most books on “Big Data” have been little more than business polemics or product catalogs. Data Just Right is different: It’s a completely practical and indispensable guide for every Big Data decision-maker, implementer, and strategist. Michael Manoochehri, a former Google engineer and data hacker, writes for professionals who need practical solutions that can be implemented with limited resources and time. Drawing on his extensive experience, he helps you focus on building applications, rather than infrastructure, because that’s where you can derive the most value. Manoochehri shows how to address each of today’s key Big Data use cases in a cost-effective way by combining technologies in hybrid solutions. You’ll find expert approaches to managing massive datasets, visualizing data, building data pipelines and dashboards, choosing tools for statistical analysis, and more. Throughout, the author demonstrates techniques using many of today’s leading data analysis tools, including Hadoop, Hive, Shark, R, Apache Pig, Mahout, and Google BigQuery. Coverage includes Mastering the four guiding principles of Big Data success—and avoiding common pitfalls Emphasizing collaboration and avoiding problems with siloed data Hosting and sharing multi-terabyte datasets efficiently and economically “Building for infinity” to support rapid growth Developing a NoSQL Web app with Redis to collect crowd-sourced data Running distributed queries over massive datasets with Hadoop, Hive, and Shark Building a data dashboard with Google BigQuery Exploring large datasets with advanced visualization Implementing efficient pipelines for transforming immense amounts of data Automating complex processing with Apache Pig and the Cascading Java library Applying machine learning to classify, recommend, and predict incoming information Using R to perform statistical analysis on massive datasets Building highly efficient analytics workflows with Python and Pandas Establishing sensible purchasing strategies: when to build, buy, or outsource Previewing emerging trends and convergences in scalable data technologies and the evolving role of the Data Scientist
Data Just Right
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Author : Michael Manoochehri
language : en
Publisher: Pearson Education
Release Date : 2014
Data Just Right written by Michael Manoochehri and has been published by Pearson Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Computers categories.
Making Big Data Work: Real-World Use Cases and Examples, Practical Code, Detailed Solutions Large-scale data analysis is now vitally important to virtually every business. Mobile and social technologies are generating massive datasets; distributed cloud computing offers the resources to store and analyze them; and professionals have radically new technologies at their command, including NoSQL databases. Until now, however, most books on "Big Data" have been little more than business polemics or product catalogs. Data Just Right is different: It's a completely practical and indispensable guide for every Big Data decision-maker, implementer, and strategist. Michael Manoochehri, a former Google engineer and data hacker, writes for professionals who need practical solutions that can be implemented with limited resources and time. Drawing on his extensive experience, he helps you focus on building applications, rather than infrastructure, because that's where you can derive the most value. Manoochehri shows how to address each of today's key Big Data use cases in a cost-effective way by combining technologies in hybrid solutions. You'll find expert approaches to managing massive datasets, visualizing data, building data pipelines and dashboards, choosing tools for statistical analysis, and more. Throughout, the author demonstrates techniques using many of today's leading data analysis tools, including Hadoop, Hive, Shark, R, Apache Pig, Mahout, and Google BigQuery. Coverage includes Mastering the four guiding principles of Big Data success--and avoiding common pitfalls Emphasizing collaboration and avoiding problems with siloed data Hosting and sharing multi-terabyte datasets efficiently and economically "Building for infinity" to support rapid growth Developing a NoSQL Web app with Redis to collect crowd-sourced data Running distributed queries over massive datasets with Hadoop, Hive, and Shark Building a data dashboard with Google BigQuery Exploring large datasets with advanced visualization Implementing efficient pipelines for transforming immense amounts of data Automating complex processing with Apache Pig and the Cascading Java library Applying machine learning to classify, recommend, and predict incoming information Using R to perform statistical analysis on massive datasets Building highly efficient analytics workflows with Python and Pandas Establishing sensible purchasing strategies: when to build, buy, or outsource Previewing emerging trends and convergences in scalable data technologies and the evolving role of the Data Scientist
Selecting The Right Analyses For Your Data
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Author : W. Paul Vogt
language : en
Publisher: Guilford Publications
Release Date : 2014-05-19
Selecting The Right Analyses For Your Data written by W. Paul Vogt and has been published by Guilford Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-19 with Social Science categories.
"What are the most effective methods to code and analyze data for a particular study? This thoughtful and engaging book reviews the selection criteria for coding and analyzing any set of data--whether qualitative, quantitative, mixed, or visual. The authors systematically explain when to use verbal, numerical, graphic, or combined codes, and when to use qualitative, quantitative, graphic, or mixed-methods modes of analysis. Chapters on each topic are organized so that researchers can read them sequentially or can easily "flip and find" answers to specific questions. Nontechnical discussions of cutting-edge approaches--illustrated with real-world examples--emphasize how to choose (rather than how to implement) the various analyses. The book shows how using the right analysis methods leads to more justifiable conclusions and more persuasive presentations of research results. Useful features for teaching or self-study: *Chapter-opening preview boxes that highlight useful topics addressed. *End-of-chapter summary tables recapping the 'dos and don'ts' and advantages and disadvantages of each analytic technique. *Annotated suggestions for further reading and technical resources on each topic. Subject Areas/Keywords: analyses, coding, combined methods, data analysis, data collection, dissertation, graphical, interpretation, mixed methods, qualitative, quantitative, research analysis, research designs, research methods, social sciences, thesis, visual Audience: Researchers, instructors, and graduate students in a range of disciplines, including psychology, education, social work, sociology, health, and management; administrators and managers who need to make data-driven decisions"--
Neural Network Advancements In The Age Of Ai
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Author : Benziane, Sarah
language : en
Publisher: IGI Global
Release Date : 2025-05-29
Neural Network Advancements In The Age Of Ai written by Benziane, Sarah and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-29 with Computers categories.
Emerging trends such as explainable artificial intelligence (XAI), few-shot learning, and neural architecture search (NAS) push the boundaries of current neural networks. These cutting-edge networks are transforming the design and efficiency in modern applications, including computer vision, natural language processing (NLP), and autonomous systems. They enable engineers and data scientists to design efficient models, accelerating innovation in sectors like healthcare, biotechnology, and smart systems. The practical implementation techniques of these advanced neural networks are ideal for optimizing neural networks in real-world scenarios and solving real-world problems. Neural Network Advancements in the Age of AI provides a comprehensive exploration of neural networks, emphasizing both the theoretical foundations and practical applications across various fields. It bridges the gap between theory and practice, making neural networks accessible to both researchers and practitioners. Covering topics such as machine translation, predictive maintenance, and skill acquisition, this book is an excellent resource for AI engineers, data scientists, software developers, healthcare professionals, financial practitioners, engineers, computer scientists, professionals, researchers, scholars, academicians, and more.
Data Visualization
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Author : Kieran Healy
language : en
Publisher: Princeton University Press
Release Date : 2018-12-18
Data Visualization written by Kieran Healy and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-18 with Social Science categories.
An accessible primer on how to create effective graphics from data This book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and effective way. Data Visualization builds the reader’s expertise in ggplot2, a versatile visualization library for the R programming language. Through a series of worked examples, this accessible primer then demonstrates how to create plots piece by piece, beginning with summaries of single variables and moving on to more complex graphics. Topics include plotting continuous and categorical variables; layering information on graphics; producing effective “small multiple” plots; grouping, summarizing, and transforming data for plotting; creating maps; working with the output of statistical models; and refining plots to make them more comprehensible. Effective graphics are essential to communicating ideas and a great way to better understand data. This book provides the practical skills students and practitioners need to visualize quantitative data and get the most out of their research findings. Provides hands-on instruction using R and ggplot2 Shows how the “tidyverse” of data analysis tools makes working with R easier and more consistent Includes a library of data sets, code, and functions
Multivariate And Probabilistic Analyses Of Sensory Science Problems
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Author : Jean-François Meullenet
language : en
Publisher: John Wiley & Sons
Release Date : 2008-02-28
Multivariate And Probabilistic Analyses Of Sensory Science Problems written by Jean-François Meullenet 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 2008-02-28 with Technology & Engineering categories.
Sensory scientists are often faced with making business decisions based on the results of complex sensory tests involving a multitude of variables. Multivariate and Probabilistic Analyses of Sensory Science Problems explains the multivariate and probabilistic methods available to sensory scientists involved in product development or maintenance. The techniques discussed address sensory problems such as panel performance, product profiling, and exploration of consumer data, including segmentation and identifying drivers of liking. Applied in approach and written for non-statisticians, the text is aimed at sensory scientists who deal mostly with descriptive analysis and consumer studies. Multivariate and Probabilistic Analyses of Sensory Science Problems offers simple, easy-to-understand explanations of difficult statistical concepts and provides an extensive list of case studies with step-by-step instructions for performing analyses and interpreting the results. Coverage includes a refresher on basic multivariate statistical concepts; use of common data sets throughout the text; summary tables presenting the pros and cons of specific methods and the conclusions that may be drawn from using various methods; and sample program codes to perform the analyses and sample outputs. As the latest member of the IFT Press series, Multivariate and Probabilistic Analyses of Sensory Science Problems will be welcomed by sensory scientists in the food industry and other industries using similar testing methodologies, as well as by faculty teaching advanced sensory courses, and professionals conducting and participating in workshops addressing multivariate analysis of sensory and consumer data.
Clad Preparation Book
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Author : Nitesh Pradhan
language : en
Publisher: Blue Rose Publishers
Release Date : 2020-08-18
Clad Preparation Book written by Nitesh Pradhan and has been published by Blue Rose Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-18 with Education categories.
This book is about the Certified LabVIEW Associate Developer (CLAD Exam). The Certified LabVIEW Associated Developer (CLAD) is the first level of professional certification for LabVIEW programming. The certification is anchored in three common areas where LabVIEW is used on the job: Automated test, High- channel-count data acquisition, Measurement and data logging for domain experts The CLAD represents a level of mastery of LabVIEW at which a person with minimal oversight can use LabVIEW to do the following: Acquire and interpret data, create small VIs, edit medium-sized VIs, Contribute elements to large VIs and projects. This book has covered all the basic concepts which are very Important for CLAD Exam.
Obsessive Compulsive Disorder Subtypes And Spectrum Conditions
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Author : Jonathan S Abramowitz
language : en
Publisher: Elsevier
Release Date : 2011-04-28
Obsessive Compulsive Disorder Subtypes And Spectrum Conditions written by Jonathan S Abramowitz and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-04-28 with Psychology categories.
Researchers and clinicians working with Obsessive-Compulsive Disorders (OCD) and related disorders who need the most current information available will find this volume of great use. Obsessive-Compulsive Disorder: Subtypes and Spectrum Conditions covers contemporary theory, research, and treatment of the various subtypes of OCD and problems often referred to as OCD spectrum disorders. As the mental health field considers the next iteration of the DSM, an entire research agenda is being planned to elucidate issues such as how best to understand and classify OCD. The questions of subtypes and spectrum disorders are at the heart of this issue and will guide how OCD is conceptualized in DSM-V. This volume, dedicated to such diagnostic, theoretical, and treatment issues, helps informs the field of the most up-to-date knowledge and what remains to be resolved. - Deconstructs OCD into its subtypes - Reviews current research and treatment for these problems - Considers how OCD will be conceptualized in DSM-V - Represents an international scope with contributions from field experts in psychology, psychiatry, and social work - Includes critical discussion of the OCD subtype and OCD spectrum concepts
Relating Consumer Descriptive And Laboratory Data To Better Understand Consumer Responses
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Author :
language : en
Publisher: ASTM International
Release Date :
Relating Consumer Descriptive And Laboratory Data To Better Understand Consumer Responses written by and has been published by ASTM International this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Born Just Right
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Author : Jordan Reeves
language : en
Publisher: Aladdin
Release Date : 2019-06-04
Born Just Right written by Jordan Reeves and has been published by Aladdin this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-04 with Juvenile Nonfiction categories.
From tween advocate for limb difference and founder of Project Unicorn Jordan Reeves and her mom, Jen, comes an inspiring memoir about how every kid is perfect just the way they are. When Jordan Reeves was born without the bottom half of her left arm, the doctors reassured her parents that she was “born just right.” And she has been proving that doctor right ever since! With candor, humor, and heart, Jordan’s mother, Jen Lee Reeves, helps Jordan tell her story about growing up in an able-bodied world and family, where she was treated like all of her siblings and classmates—and where she never felt limited. Whether it was changing people’s minds about her capabilities, trying all kinds of sports, or mentoring other kids, Jordan has channeled any negativity into a positive, and is determined to create more innovations for people just like her. Her most famous invention, aptly called Project Unicorn, is a special prosthetic (that shoots glitter!) made with the help of a 3-D printer. A real-life superhero, Jordan is changing the world with her foundation, Born Just Right, which advocates and celebrates kids with differences, and helps them live their best possible life—just like Jordan is today!