Sparks And Scales

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Mastering Spark with R

Author : Javier Luraschi
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492046329
Total Pages : 296 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Mastering Spark with R by : Javier Luraschi

Download or read book Mastering Spark with R written by Javier Luraschi and published by "O'Reilly Media, Inc.". This book was released on 2019-10-07 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you’re like most R users, you have deep knowledge and love for statistics. But as your organization continues to collect huge amounts of data, adding tools such as Apache Spark makes a lot of sense. With this practical book, data scientists and professionals working with large-scale data applications will learn how to use Spark from R to tackle big data and big compute problems. Authors Javier Luraschi, Kevin Kuo, and Edgar Ruiz show you how to use R with Spark to solve different data analysis problems. This book covers relevant data science topics, cluster computing, and issues that should interest even the most advanced users. Analyze, explore, transform, and visualize data in Apache Spark with R Create statistical models to extract information and predict outcomes; automate the process in production-ready workflows Perform analysis and modeling across many machines using distributed computing techniques Use large-scale data from multiple sources and different formats with ease from within Spark Learn about alternative modeling frameworks for graph processing, geospatial analysis, and genomics at scale Dive into advanced topics including custom transformations, real-time data processing, and creating custom Spark extensions

Advanced Analytics with Spark

Author : Sandy Ryza
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491912715
Total Pages : 290 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Advanced Analytics with Spark by : Sandy Ryza

Download or read book Advanced Analytics with Spark written by Sandy Ryza and published by "O'Reilly Media, Inc.". This book was released on 2015-04-02 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. You’ll start with an introduction to Spark and its ecosystem, and then dive into patterns that apply common techniques—classification, collaborative filtering, and anomaly detection among others—to fields such as genomics, security, and finance. If you have an entry-level understanding of machine learning and statistics, and you program in Java, Python, or Scala, you’ll find these patterns useful for working on your own data applications. Patterns include: Recommending music and the Audioscrobbler data set Predicting forest cover with decision trees Anomaly detection in network traffic with K-means clustering Understanding Wikipedia with Latent Semantic Analysis Analyzing co-occurrence networks with GraphX Geospatial and temporal data analysis on the New York City Taxi Trips data Estimating financial risk through Monte Carlo simulation Analyzing genomics data and the BDG project Analyzing neuroimaging data with PySpark and Thunder

Handbook of Scales in Tourism and Hospitality Research

Author : Dogan Gursoy
Publisher : CABI
ISBN 13 : 1780644531
Total Pages : 428 pages
Book Rating : 4.7/5 (86 download)

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Book Synopsis Handbook of Scales in Tourism and Hospitality Research by : Dogan Gursoy

Download or read book Handbook of Scales in Tourism and Hospitality Research written by Dogan Gursoy and published by CABI. This book was released on 2014-12-18 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the field of tourism and hospitality experiences maturity and scientific sophistication, researchers need to fully understand the breadth and depth of existing scales that help explain, understand, monitor, and predict not only behaviour but also consequences of such behaviour as a function of demand and supply interactions in the field. By introducing the importance of measurement and scales and providing groupings of existing scales The Handbook of Scales in Tourism and Hospitality Research serves as the state of the art reference book in the field of tourism, hospitality and allied fields such leisure, recreation, and services management .

Atlantic Reporter

Author :
Publisher :
ISBN 13 :
Total Pages : 1042 pages
Book Rating : 4.:/5 (35 download)

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Book Synopsis Atlantic Reporter by :

Download or read book Atlantic Reporter written by and published by . This book was released on 1919 with total page 1042 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Reports and Documents

Author : United States. Congress
Publisher :
ISBN 13 :
Total Pages : 1888 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Reports and Documents by : United States. Congress

Download or read book Reports and Documents written by United States. Congress and published by . This book was released on with total page 1888 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Pennsylvania State Reports

Author : Pennsylvania. Supreme Court
Publisher :
ISBN 13 :
Total Pages : 728 pages
Book Rating : 4.A/5 ( download)

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Book Synopsis Pennsylvania State Reports by : Pennsylvania. Supreme Court

Download or read book Pennsylvania State Reports written by Pennsylvania. Supreme Court and published by . This book was released on 1919 with total page 728 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Containing cases decided by the Supreme Court of Pennsylvania." (varies)

Large-Scale Data Analytics with Python and Spark

Author : Isaac Triguero
Publisher : Cambridge University Press
ISBN 13 : 1009318233
Total Pages : 396 pages
Book Rating : 4.0/5 (93 download)

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Book Synopsis Large-Scale Data Analytics with Python and Spark by : Isaac Triguero

Download or read book Large-Scale Data Analytics with Python and Spark written by Isaac Triguero and published by Cambridge University Press. This book was released on 2023-11-23 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on the authors' extensive teaching experience, this hands-on graduate-level textbook teaches how to carry out large-scale data analytics and design machine learning solutions for big data. With a focus on fundamentals, this extensively class-tested textbook walks students through key principles and paradigms for working with large-scale data, frameworks for large-scale data analytics (Hadoop, Spark), and explains how to implement machine learning to exploit big data. It is unique in covering the principles that aspiring data scientists need to know, without detail that can overwhelm. Real-world examples, hands-on coding exercises and labs combine with exceptionally clear explanations to maximize student engagement. Well-defined learning objectives, exercises with online solutions for instructors, lecture slides, and an accompanying suite of lab exercises of increasing difficulty in Jupyter Notebooks offer a coherent and convenient teaching package. An ideal teaching resource for courses on large-scale data analytics with machine learning in computer/data science departments.

Encyclopedia of Adolescence

Author : Roger J.R. Levesque
Publisher : Springer Science & Business Media
ISBN 13 : 1441916946
Total Pages : 3161 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Encyclopedia of Adolescence by : Roger J.R. Levesque

Download or read book Encyclopedia of Adolescence written by Roger J.R. Levesque and published by Springer Science & Business Media. This book was released on 2011-09-05 with total page 3161 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Encyclopedia of Adolescence breaks new ground as an important central resource for the study of adolescence. Comprehensive in breath and textbook in depth, the Encyclopedia of Adolescence – with entries presented in easy-to-access A to Z format – serves as a reference repository of knowledge in the field as well as a frequently updated conduit of new knowledge long before such information trickles down from research to standard textbooks. By making full use of Springer’s print and online flexibility, the Encyclopedia is at the forefront of efforts to advance the field by pushing and creating new boundaries and areas of study that further our understanding of adolescents and their place in society. Substantively, the Encyclopedia draws from four major areas of research relating to adolescence. The first broad area includes research relating to "Self, Identity and Development in Adolescence". This area covers research relating to identity, from early adolescence through emerging adulthood; basic aspects of development (e.g., biological, cognitive, social); and foundational developmental theories. In addition, this area focuses on various types of identity: gender, sexual, civic, moral, political, racial, spiritual, religious, and so forth. The second broad area centers on "Adolescents’ Social and Personal Relationships". This area of research examines the nature and influence of a variety of important relationships, including family, peer, friends, sexual and romantic as well as significant nonparental adults. The third area examines "Adolescents in Social Institutions". This area of research centers on the influence and nature of important institutions that serve as the socializing contexts for adolescents. These major institutions include schools, religious groups, justice systems, medical fields, cultural contexts, media, legal systems, economic structures, and youth organizations. "Adolescent Mental Health" constitutes the last major area of research. This broad area of research focuses on the wide variety of human thoughts, actions, and behaviors relating to mental health, from psychopathology to thriving. Major topic examples include deviance, violence, crime, pathology (DSM), normalcy, risk, victimization, disabilities, flow, and positive youth development.

Handbook of Soil Science

Author : Malcolm E. Sumner
Publisher : CRC Press
ISBN 13 : 9780849331367
Total Pages : 2240 pages
Book Rating : 4.3/5 (313 download)

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Book Synopsis Handbook of Soil Science by : Malcolm E. Sumner

Download or read book Handbook of Soil Science written by Malcolm E. Sumner and published by CRC Press. This book was released on 1999-08-31 with total page 2240 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Soil Science provides a resource rich in data that gives professional soil scientists, agronomists, engineers, ecologists, biologists, naturalists, and their students a handy reference about the discipline of soil science. This handbook serves professionals seeking specific, factual reference information. Each subsection includes a description of concepts and theories; definitions; approaches; methodologies and procedures; tabular data; figures; and extensive references.

Biophysico-Chemical Processes of Heavy Metals and Metalloids in Soil Environments

Author : Antonio Violante
Publisher : John Wiley & Sons
ISBN 13 : 0470175478
Total Pages : 681 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Biophysico-Chemical Processes of Heavy Metals and Metalloids in Soil Environments by : Antonio Violante

Download or read book Biophysico-Chemical Processes of Heavy Metals and Metalloids in Soil Environments written by Antonio Violante and published by John Wiley & Sons. This book was released on 2007-11-27 with total page 681 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by a multidisciplinary group of soil and environmental scientists, Biophysico-Chemical Processes of Heavy Metals and Metalloids in Soil Environments provides the scientific community with a critical qualitative and quantitative review of the fundamentals of the processes of pollutants in soil environments. The book covers pollutants' speciation, mobility, bioavailability and toxicity, and impacts on development of innovative restoration strategies. In addition, the development of innovative remediation strategies for polluted soils is covered.

Mastering the Art of Solution-Focused Counseling

Author : Jeffrey T. Guterman
Publisher : John Wiley & Sons
ISBN 13 : 1119026431
Total Pages : 272 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Mastering the Art of Solution-Focused Counseling by : Jeffrey T. Guterman

Download or read book Mastering the Art of Solution-Focused Counseling written by Jeffrey T. Guterman and published by John Wiley & Sons. This book was released on 2014-12-08 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The most current trends in solution-focused counseling are explored in the latest edition of this updated and expanded text. Dr. Guterman provides a comprehensive and straightforward discussion of solution-focused theory and describes how the model can be used throughout the therapeutic process. Clinical techniques and detailed case studies illustrate counseling with clients experiencing a range of problems, including depression, substance abuse, grief, morbid jealousy, and trichotillomania. New chapters and sections in this edition address anxiety, eating disorders, migraine headache, psychosis, spiritual and religious problems, self-injurious behavior, and suicide. Additional features include excerpts of dialogue from actual counseling sessions, sample forms and supplementary materials, and troubleshooting tips for getting unstuck in difficult cases. *Requests for digital versions from ACA can be found on www.wiley.com. *To purchase print copies, please visit the ACA website *Reproduction requests for material from books published by ACA should be directed to [email protected]

Bio-Quest: The 'M' Class Anomaly

Author : sarah linsley
Publisher : Lulu.com
ISBN 13 : 0359357172
Total Pages : 240 pages
Book Rating : 4.3/5 (593 download)

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Book Synopsis Bio-Quest: The 'M' Class Anomaly by : sarah linsley

Download or read book Bio-Quest: The 'M' Class Anomaly written by sarah linsley and published by Lulu.com. This book was released on 2019-01-13 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: An organization formerly known as 'green leaf' was responsible for saving humanity from itself during the great ecological disaster, but that was a long time ago. In this day and age, it has become inconceivable that mankind ever lived anywhere else but the cities, or that there was ever such a thin as dying of old age. Dr. Newt Thought she had found a cure for cancer, and a way to extend the life quota's for those diagnosed with the terminal disease. Unfortunately it lead to a far more complicated life than she ever could have imagined.... or wanted.

Reports of Cases Determined by the Supreme Court of the State of Missouri

Author : Missouri. Supreme Court
Publisher :
ISBN 13 :
Total Pages : 774 pages
Book Rating : 4.3/5 (511 download)

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Book Synopsis Reports of Cases Determined by the Supreme Court of the State of Missouri by : Missouri. Supreme Court

Download or read book Reports of Cases Determined by the Supreme Court of the State of Missouri written by Missouri. Supreme Court and published by . This book was released on 1885 with total page 774 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Positive Youth Development

Author :
Publisher : Academic Press
ISBN 13 : 0123864941
Total Pages : 435 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Positive Youth Development by :

Download or read book Positive Youth Development written by and published by Academic Press. This book was released on 2011-09-14 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Each chapter provides in-depth discussions and this volume serves as an invaluable resource for Developmental or educational psychology researchers, scholars, and students. - Includes chapters that highlight some of the most recent research in the area of Positive Youth Development - Each chapter provides in-depth discussions - An invaluable resource for developmental or educational psychology researchers, scholars, and students

Highway Construction Practices in the State of New Mexico

Author : United States. Congress. House. Committee on Public Works
Publisher :
ISBN 13 :
Total Pages : 694 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Highway Construction Practices in the State of New Mexico by : United States. Congress. House. Committee on Public Works

Download or read book Highway Construction Practices in the State of New Mexico written by United States. Congress. House. Committee on Public Works and published by . This book was released on 1961 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Official Gazette of the United States Patent Office

Author : United States. Patent Office
Publisher :
ISBN 13 :
Total Pages : 1808 pages
Book Rating : 4.P/5 (18 download)

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Book Synopsis Official Gazette of the United States Patent Office by : United States. Patent Office

Download or read book Official Gazette of the United States Patent Office written by United States. Patent Office and published by . This book was released on 1907 with total page 1808 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Natural Language Processing with Spark NLP

Author : Alex Thomas
Publisher : O'Reilly Media
ISBN 13 : 1492047732
Total Pages : 367 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Natural Language Processing with Spark NLP by : Alex Thomas

Download or read book Natural Language Processing with Spark NLP written by Alex Thomas and published by O'Reilly Media. This book was released on 2020-06-25 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you want to build an enterprise-quality application that uses natural language text but aren’t sure where to begin or what tools to use, this practical guide will help get you started. Alex Thomas, principal data scientist at Wisecube, shows software engineers and data scientists how to build scalable natural language processing (NLP) applications using deep learning and the Apache Spark NLP library. Through concrete examples, practical and theoretical explanations, and hands-on exercises for using NLP on the Spark processing framework, this book teaches you everything from basic linguistics and writing systems to sentiment analysis and search engines. You’ll also explore special concerns for developing text-based applications, such as performance. In four sections, you’ll learn NLP basics and building blocks before diving into application and system building: Basics: Understand the fundamentals of natural language processing, NLP on Apache Stark, and deep learning Building blocks: Learn techniques for building NLP applications—including tokenization, sentence segmentation, and named-entity recognition—and discover how and why they work Applications: Explore the design, development, and experimentation process for building your own NLP applications Building NLP systems: Consider options for productionizing and deploying NLP models, including which human languages to support