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
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!
Effective Data Visualization
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Author : Stephanie D. H. Evergreen
language : en
Publisher: SAGE Publications
Release Date : 2019-04-03
Effective Data Visualization written by Stephanie D. H. Evergreen and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-03 with Social Science categories.
NOW IN FULL COLOR! Written by sought-after speaker, designer, and researcher Stephanie D. H. Evergreen, Effective Data Visualization shows readers how to create Excel charts and graphs that best communicate their data findings. This comprehensive how-to guide functions as a set of blueprints—supported by both research and the author’s extensive experience with clients in industries all over the world—for conveying data in an impactful way. Delivered in Evergreen’s humorous and approachable style, the book covers the spectrum of graph types available beyond the default options, how to determine which one most appropriately fits specific data stories, and easy steps for building the chosen graph in Excel. Now in full color with new examples throughout, the Second Edition includes a revamped chapter on qualitative data, nine new quantitative graph types, new shortcuts in Excel, and an entirely new chapter on Sharing Your Data With the World, which provides advice on using dashboards. New from Stephanie Evergreen! The Data Visualization Sketchbook provides advice on getting started with sketching and offers tips, guidance, and completed sample sketches for a number of reporting formats. Bundle Effective Data Visualization, 2e, and The Data Visualization Sketchbook, using ISBN 978-1-5443-7178-8!
Statistical Methods For Food Science
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Author : John A. Bower
language : en
Publisher: John Wiley & Sons
Release Date : 2009-11-09
Statistical Methods For Food Science written by John A. Bower 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 2009-11-09 with Technology & Engineering categories.
The recording and analysis of food data are becoming increasingly sophisticated. Consequently, the food scientist in industry or at study faces the task of using and understanding statistical methods. Statistics is often viewed as a difficult subject and is often avoided because of its complexity and a lack of specific application to the requirements of food science. This situation is changing – there is now much material on multivariate applications for the more advanced reader, but a case exists for a univariate approach aimed at the non-statistician. This book provides a source text on accessible statistical procedures for the food scientist, and is aimed at professionals and students in food laboratories where analytical, instrumental and sensory data are gathered and require some form of summary and analysis before interpretation. It is suitable for the food analyst, the sensory scientist and the product developer, and others who work in food-related disciplines involving consumer survey investigations will also find many sections of use. There is an emphasis on a ‘hands on’ approach, and worked examples using computer software packages and the minimum of mathematical formulae are included. The book is based on the experience and practice of a scientist engaged for many years in research and teaching of analytical and sensory food science at undergraduate and post-graduate level.
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.
Consumer Led Food Product Development
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Author : Hal MacFie
language : en
Publisher: Elsevier
Release Date : 2007-06-30
Consumer Led Food Product Development written by Hal MacFie and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-30 with Technology & Engineering categories.
Consumer acceptance is the key to successful food products. It is vital, therefore, that product development strategies are consumer-led for food products to be well received. Consumer-led food product development presents an up-to-date review of the latest scientific research and methods in this important area.Part one gives the reader a general introduction to factors affecting consumer food choice. Chapters explore issues such as sensory perception, culture, ethics, attitudes towards innovation and psychobiological mechanisms. Part two analyses methods to understand consumers' food-related attitudes and how these methods can be effectively used, covering techniques such as means-end chains and the food-related lifestyle approach. The final part of the book addresses a wide variety of methods used for consumer-led product development. Opportunity identification, concept development, difference testing and preference trials are discussed, as well as the use of techniques such as just-about-right scales and partial least squares methods.Written by an array of international experts, Consumer-led food product development is an essential reference for product developers in the food industry. - Introduces the factors affecting consumer food choice - Explores issues such as sensory perception, culture and ethics - Analyses methods to understand food related attitudes
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
Sensory Evaluation Of Food
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Author : Harry T. Lawless
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-09-27
Sensory Evaluation Of Food written by Harry T. Lawless and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-27 with Technology & Engineering categories.
The ?eld of sensory science has grown exponentially since the publication of the p- vious version of this work. Fifteen years ago the journal Food Quality and Preference was fairly new. Now it holds an eminent position as a venue for research on sensory test methods (among many other topics). Hundreds of articles relevant to sensory testing have appeared in that and in other journals such as the Journal of Sensory Studies. Knowledge of the intricate cellular processes in chemoreception, as well as their genetic basis, has undergone nothing less than a revolution, culminating in the award of the Nobel Prize to Buck and Axel in 2004 for their discovery of the olfactory receptor gene super family. Advances in statistical methodology have accelerated as well. Sensometrics meetings are now vigorous and well-attended annual events. Ideas like Thurstonian modeling were not widely embraced 15 years ago, but now seem to be part of the everyday thought process of many sensory scientists. And yet, some things stay the same. Sensory testing will always involve human participants. Humans are tough measuring instruments to work with. They come with varying degrees of acumen, training, experiences, differing genetic equipment, sensory capabilities, and of course, different preferences. Human foibles and their associated error variance will continue to place a limitation on sensory tests and actionable results. Reducing, controlling, partitioning, and explaining error variance are all at the heart of good test methods and practices.
Strengthening Child Safety And Well Being Through Integrated Data Solutions
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Author : Christian M. Connell
language : en
Publisher: Springer Nature
Release Date : 2023-08-12
Strengthening Child Safety And Well Being Through Integrated Data Solutions written by Christian M. Connell and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-12 with Psychology categories.
This book explores the use of integrated administrative data to understand and address the significant public health problem of child maltreatment. It examines the use of linked, or integrated, administrative data to increase understanding of population-level needs – and to inform decision-making efforts – within the child welfare system and across other public systems. The book details the technological innovations that have allowed for the accumulation and centralization of large datasets critical to identifying risks of child maltreatment and its negative consequences and to target community and system responses more accurately to address these challenges. Leading experts from the fields of child maltreatment, child welfare, and human services research share their insights and experiences at the forefront of this critical research area and how it is shaping understanding of identification, intervention, and policy affecting children and families. Key areas of coverage include: Ways in which these data can be leveraged to promote more effective efforts to detect, prevent, and respond to child maltreatment. Emerging and innovative approaches in the acquisition and use of administrative data to inform the societal and governmental response to child maltreatment. The use of multisystem data and integrated data systems to conduct predictive analytics, risk monitoring, or policy- and program-focused research and evaluation to inform child welfare system solutions. Strengthening Child Safety and Well-Being Through Integrated Data Solutions is a must-have volume for researchers, professors, and graduate students as well as clinicians, practitioners, policy makers, and related professionals across such disciplines as child and school psychology, social psychology, developmental psychology, public health, clinical social work, educational and public policy, and all related disciplines.