Python for Data Analysis

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491957611
Total Pages : 553 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis Python for Data Analysis by : Wes McKinney

Download or read book Python for Data Analysis written by Wes McKinney and published by "O'Reilly Media, Inc.". This book was released on 2017-09-25 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It’s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the IPython shell and Jupyter notebook for exploratory computing Learn basic and advanced features in NumPy (Numerical Python) Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples

Modern Data Science with R

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Author :
Publisher : CRC Press
ISBN 13 : 0429575394
Total Pages : 830 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Modern Data Science with R by : Benjamin S. Baumer

Download or read book Modern Data Science with R written by Benjamin S. Baumer and published by CRC Press. This book was released on 2021-03-31 with total page 830 pages. Available in PDF, EPUB and Kindle. Book excerpt: From a review of the first edition: "Modern Data Science with R... is rich with examples and is guided by a strong narrative voice. What’s more, it presents an organizing framework that makes a convincing argument that data science is a course distinct from applied statistics" (The American Statistician). Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world data problems. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical programming in the state-of-the-art R/RStudio computing environment can be leveraged to extract meaningful information from a variety of data in the service of addressing compelling questions. The second edition is updated to reflect the growing influence of the tidyverse set of packages. All code in the book has been revised and styled to be more readable and easier to understand. New functionality from packages like sf, purrr, tidymodels, and tidytext is now integrated into the text. All chapters have been revised, and several have been split, re-organized, or re-imagined to meet the shifting landscape of best practice.

Programming Persistent Memory

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Publisher : Apress
ISBN 13 : 1484249321
Total Pages : 387 pages
Book Rating : 4.4/5 (842 download)

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Book Synopsis Programming Persistent Memory by : Steve Scargall

Download or read book Programming Persistent Memory written by Steve Scargall and published by Apress. This book was released on 2020-01-09 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: Beginning and experienced programmers will use this comprehensive guide to persistent memory programming. You will understand how persistent memory brings together several new software/hardware requirements, and offers great promise for better performance and faster application startup times—a huge leap forward in byte-addressable capacity compared with current DRAM offerings. This revolutionary new technology gives applications significant performance and capacity improvements over existing technologies. It requires a new way of thinking and developing, which makes this highly disruptive to the IT/computing industry. The full spectrum of industry sectors that will benefit from this technology include, but are not limited to, in-memory and traditional databases, AI, analytics, HPC, virtualization, and big data. Programming Persistent Memory describes the technology and why it is exciting the industry. It covers the operating system and hardware requirements as well as how to create development environments using emulated or real persistent memory hardware. The book explains fundamental concepts; provides an introduction to persistent memory programming APIs for C, C++, JavaScript, and other languages; discusses RMDA with persistent memory; reviews security features; and presents many examples. Source code and examples that you can run on your own systems are included. What You’ll Learn Understand what persistent memory is, what it does, and the value it brings to the industry Become familiar with the operating system and hardware requirements to use persistent memory Know the fundamentals of persistent memory programming: why it is different from current programming methods, and what developers need to keep in mind when programming for persistence Look at persistent memory application development by example using the Persistent Memory Development Kit (PMDK)Design and optimize data structures for persistent memoryStudy how real-world applications are modified to leverage persistent memoryUtilize the tools available for persistent memory programming, application performance profiling, and debugging Who This Book Is For C, C++, Java, and Python developers, but will also be useful to software, cloud, and hardware architects across a broad spectrum of sectors, including cloud service providers, independent software vendors, high performance compute, artificial intelligence, data analytics, big data, etc.

SAS 9.1.3 Intelligence Platform

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Author :
Publisher : Sas Inst
ISBN 13 : 9781599943763
Total Pages : 395 pages
Book Rating : 4.9/5 (437 download)

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Book Synopsis SAS 9.1.3 Intelligence Platform by : SAS Institute

Download or read book SAS 9.1.3 Intelligence Platform written by SAS Institute and published by Sas Inst. This book was released on 2007 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explains how to administer the SAS Web applications that run in the middle tier of the SAS Intelligence Platform. The Web applications include the SAS Information Delivery Portal, SAS Web Report Studio, and SAS Web OLAP Viewer for Java.This guide describes the middle-tier environment, provides sample deployment scenarios, and explains how to configure the Web applications for optimal performance. The guide contains instructions for common administrative tasks, such as configuring trusted Web authentication, as well as instructions for administering the individual Web applications. For example, the guide explains how to add content to the SAS Information Delivery Portal and how to control access to that content. This title is also available online.

Application of Intelligent Systems in Multi-modal Information Analytics

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Author :
Publisher : Springer Nature
ISBN 13 : 3030514315
Total Pages : 815 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Application of Intelligent Systems in Multi-modal Information Analytics by : Vijayan Sugumaran

Download or read book Application of Intelligent Systems in Multi-modal Information Analytics written by Vijayan Sugumaran and published by Springer Nature. This book was released on 2020-07-23 with total page 815 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 2020 International Conference on Intelligent Systems Applications in Multi-modal Information Analytics, held in Changzhou, China, on June 18–19, 2020. It provides comprehensive coverage of the latest advances and trends in information technology, science and engineering. It addresses a number of broad themes, including data mining, multi-modal informatics, agent-based and multi-agent systems for health and education informatics, which inspire the development of intelligent information technologies. The contributions cover a wide range of topics such as AI applications and innovations in health and education informatics; data and knowledge management; multi-modal application management; and web/social media mining for multi-modal informatics. Outlining promising future research directions, the book is a valuable resource for students, researchers and professionals, and a useful reference guide for newcomers to the field.

Using R and RStudio for Data Management, Statistical Analysis, and Graphics

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Author :
Publisher : CRC Press
ISBN 13 : 1482237377
Total Pages : 280 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Using R and RStudio for Data Management, Statistical Analysis, and Graphics by : Nicholas J. Horton

Download or read book Using R and RStudio for Data Management, Statistical Analysis, and Graphics written by Nicholas J. Horton and published by CRC Press. This book was released on 2015-03-10 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the aspects of R most often used by statistical analysts. Incorporating the use of RStudio and the latest R packages, this second edition offers new chapters on simulation, special topics, and case studies. It reorganizes and enhances the chapters on data input and output, data management, statistical and mathematical functions, programming, high-level graphics plots, and the customization of plots. It also provides a detailed discussion of the philosophy and use of the knitr and markdown packages for R.

Intelligence in Big Data Technologies—Beyond the Hype

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Author :
Publisher : Springer Nature
ISBN 13 : 9811552851
Total Pages : 625 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Intelligence in Big Data Technologies—Beyond the Hype by : J. Dinesh Peter

Download or read book Intelligence in Big Data Technologies—Beyond the Hype written by J. Dinesh Peter and published by Springer Nature. This book was released on 2020-07-25 with total page 625 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a compendium of the proceedings of the International Conference on Big-Data and Cloud Computing. The papers discuss the recent advances in the areas of big data analytics, data analytics in cloud, smart cities and grid, etc. This volume primarily focuses on the application of knowledge which promotes ideas for solving problems of the society through cutting-edge big-data technologies. The essays featured in this proceeding provide novel ideas that contribute for the growth of world class research and development. It will be useful to researchers in the area of advanced engineering sciences.

UNIX and Linux System Administration Handbook

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Publisher : Addison-Wesley Professional
ISBN 13 : 0134278291
Total Pages : 1471 pages
Book Rating : 4.1/5 (342 download)

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Book Synopsis UNIX and Linux System Administration Handbook by : Evi Nemeth

Download or read book UNIX and Linux System Administration Handbook written by Evi Nemeth and published by Addison-Wesley Professional. This book was released on 2017-09-14 with total page 1471 pages. Available in PDF, EPUB and Kindle. Book excerpt: “As an author, editor, and publisher, I never paid much attention to the competition—except in a few cases. This is one of those cases. The UNIX System Administration Handbook is one of the few books we ever measured ourselves against.” —Tim O’Reilly, founder of O’Reilly Media “This edition is for those whose systems live in the cloud or in virtualized data centers; those whose administrative work largely takes the form of automation and configuration source code; those who collaborate closely with developers, network engineers, compliance officers, and all the other worker bees who inhabit the modern hive.” —Paul Vixie, Internet Hall of Fame-recognized innovator and founder of ISC and Farsight Security “This book is fun and functional as a desktop reference. If you use UNIX and Linux systems, you need this book in your short-reach library. It covers a bit of the systems’ history but doesn’t bloviate. It’s just straight-forward information delivered in a colorful and memorable fashion.” —Jason A. Nunnelley UNIX® and Linux® System Administration Handbook, Fifth Edition, is today’s definitive guide to installing, configuring, and maintaining any UNIX or Linux system, including systems that supply core Internet and cloud infrastructure. Updated for new distributions and cloud environments, this comprehensive guide covers best practices for every facet of system administration, including storage management, network design and administration, security, web hosting, automation, configuration management, performance analysis, virtualization, DNS, security, and the management of IT service organizations. The authors—world-class, hands-on technologists—offer indispensable new coverage of cloud platforms, the DevOps philosophy, continuous deployment, containerization, monitoring, and many other essential topics. Whatever your role in running systems and networks built on UNIX or Linux, this conversational, well-written ¿guide will improve your efficiency and help solve your knottiest problems.

SAS/ACCESS 9.1.2 Supplement for MySQL

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Author :
Publisher : SAS Institute
ISBN 13 : 9781590474587
Total Pages : 23 pages
Book Rating : 4.4/5 (745 download)

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Book Synopsis SAS/ACCESS 9.1.2 Supplement for MySQL by : SAS Institute

Download or read book SAS/ACCESS 9.1.2 Supplement for MySQL written by SAS Institute and published by SAS Institute. This book was released on 2004 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: This supplement describes the SAS/ACCESS features and options that are available for MySQL

Emerging Trends in Computing and Communication

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Publisher : Springer Science & Business Media
ISBN 13 : 8132218175
Total Pages : 452 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Emerging Trends in Computing and Communication by : Sabnam Sengupta

Download or read book Emerging Trends in Computing and Communication written by Sabnam Sengupta and published by Springer Science & Business Media. This book was released on 2014-02-24 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents papers delivered by researchers, industrial experts and academicians at the Conference on Emerging Trends in Computing and Communication (ETCC 2014). As such, the book is a collection of recent and innovative works in the field Network Security and Cryptography, Cloud Computing and Big Data Analytics, Data Mining and Data Warehouse, Communication and Nanotechnology and VLSI and Image Processing.

Emerging Technologies in Data Mining and Information Security

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Publisher : Springer Nature
ISBN 13 : 9811599270
Total Pages : 1014 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Emerging Technologies in Data Mining and Information Security by : Aboul Ella Hassanien

Download or read book Emerging Technologies in Data Mining and Information Security written by Aboul Ella Hassanien and published by Springer Nature. This book was released on 2021-06-28 with total page 1014 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features research papers presented at the International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS 2020) held at the University of Engineering & Management, Kolkata, India, during July 2020. The book is organized in three volumes and includes high-quality research work by academicians and industrial experts in the field of computing and communication, including full-length papers, research-in-progress papers and case studies related to all the areas of data mining, machine learning, Internet of things (IoT) and information security.

Smart Intelligent Computing and Applications

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Author :
Publisher : Springer
ISBN 13 : 9811319219
Total Pages : 720 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Smart Intelligent Computing and Applications by : Suresh Chandra Satapathy

Download or read book Smart Intelligent Computing and Applications written by Suresh Chandra Satapathy and published by Springer. This book was released on 2018-10-01 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings covers advanced and multi-disciplinary research on design of smart computing and informatics. The theme of the book broadly focuses on various innovation paradigms in system knowledge, intelligence and sustainability that may be applied to provide realistic solution to varied problems in society, environment and industries. The volume publishes quality work pertaining to the scope of the conference which is extended towards deployment of emerging computational and knowledge transfer approaches, optimizing solutions in varied disciplines of science, technology and healthcare.

Brassica Improvement

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Author :
Publisher : Springer Nature
ISBN 13 : 3030346943
Total Pages : 261 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Brassica Improvement by : Shabir Hussain Wani

Download or read book Brassica Improvement written by Shabir Hussain Wani and published by Springer Nature. This book was released on 2020-03-13 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Global population is mounting at an alarming stride to surpass 9.3 billion by 2050, whereas simultaneously the agricultural productivity is gravely affected by climate changes resulting in increased biotic and abiotic stresses. The genus Brassica belongs to the mustard family whose members are known as cruciferous vegetables, cabbages or mustard plants. Rapeseed-mustard is world’s third most important source of edible oil after soybean and oil palm. It has worldwide acceptance owing to its rare combination of health promoting factors. It has very low levels of saturated fatty acids which make it the healthiest edible oil that is commonly available. Apart from this, it is rich in antioxidants by virtue of tocopherols and phytosterols presence in the oil. The high omega 3 content reduces the risk of atherosclerosis/heart attack. Conventional breeding methods have met with limited success in Brassica because yield and stress resilience are polygenic traits and are greatly influenced by environment. Therefore, it is imperative to accelerate the efforts to unravel the biochemical, physiological and molecular mechanisms underlying yield, quality and tolerance towards biotic and abiotic stresses in Brassica. To exploit its fullest potential, systematic efforts are needed to unlock the genetic information for new germplasms that tolerate initial and terminal state heat coupled with moisture stress. For instance, wild relatives may be exploited in developing introgressed and resynthesized lines with desirable attributes. Exploitation of heterosis is another important area which can be achieved by introducing transgenics to raise stable CMS lines. Doubled haploid breeding and marker assisted selection should be employed along with conventional breeding. Breeding programmes aim at enhancing resource use efficiency, especially nutrient and water as well as adoption to aberrant environmental changes should also be considered. Biotechnological interventions are essential for altering the biosynthetic pathways for developing high oleic and low linolenic lines. Accordingly, tools such as microspore and ovule culture, embryo rescue, isolation of trait specific genes especially for aphid, Sclerotinia and alternaria blight resistance, etc. along with identification of potential lines based on genetic diversity can assist ongoing breeding programmes. In this book, we highlight the recent molecular, genetic and genomic interventions made to achieve crop improvement in terms of yield increase, quality and stress tolerance in Brassica, with a special emphasis in Rapeseed-mustard.

Quality, IT and Business Operations

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Author :
Publisher : Springer
ISBN 13 : 9811055777
Total Pages : 464 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Quality, IT and Business Operations by : P.K. Kapur

Download or read book Quality, IT and Business Operations written by P.K. Kapur and published by Springer. This book was released on 2017-10-01 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses action-oriented, concise and easy-to-communicate goals and challenges related to quality, reliability, infocomm technology and business operations. It brings together groundbreaking research in the area of software reliability, e-maintenance and big data analytics, highlighting the importance of maintaining the current growth in information technology (IT) adoption in businesses, while at the same time proposing process innovations to ensure sustainable development in the immediate future. In its thirty-seven chapters, it covers various areas of e-maintenance solutions, software architectures, patching problems in software reliability, preventive maintenance, industrial big data and reliability applications in electric power systems. The book reviews the ways in which countries currently attempt to resolve the conflicts and opportunities related to quality, reliability, IT and business operations, and proposes that internationally coordinated research plans are essential for effective and sustainable development, with research being most effective when it uses evidence-based decision-making frameworks resulting in clear management objectives, and is organized within adaptive management frameworks. Written by leading experts, the book is of interest to researchers, academicians, practitioners and policy makers alike who are working towards the common goal of making business operations more effective and sustainable.

SAS 9.1.3 Intelligence Platform

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Author :
Publisher : Sas Inst
ISBN 13 : 9781599941677
Total Pages : 103 pages
Book Rating : 4.9/5 (416 download)

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Book Synopsis SAS 9.1.3 Intelligence Platform by : SAS Institute

Download or read book SAS 9.1.3 Intelligence Platform written by SAS Institute and published by Sas Inst. This book was released on 2006 with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes the products that need to be installed and the metadata objects that need to be created to establish connectivity to data sources and targets. This guide also addresses setting up shared access to SAS data.

Sas/access 9.1.3 Supplement for Mysql

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Author :
Publisher : Sas Inst
ISBN 13 : 9781590479247
Total Pages : 23 pages
Book Rating : 4.4/5 (792 download)

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Book Synopsis Sas/access 9.1.3 Supplement for Mysql by : SAS Institute (CRT)

Download or read book Sas/access 9.1.3 Supplement for Mysql written by SAS Institute (CRT) and published by Sas Inst. This book was released on 2006 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: This supplement describes the SAS/ACCESS features and options that are available for MySQL. When you use this supplement along with SAS/ACCESS Interface to Relational Databases: Reference, you will have a comprehensive guide to SAS/ACCESS software for your database management system (DBMS). This supplement explains how SAS/ACCESS software has been customized to accommodate the particular requirements and capabilities of your DBMS. This title is also available online. This supplement is designed for users of SAS/ACCESS software who need specific information about MySQL.

Personal, Portable, Pedestrian

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Author :
Publisher : MIT Press (MA)
ISBN 13 :
Total Pages : 380 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Personal, Portable, Pedestrian by : Mizuko Itō

Download or read book Personal, Portable, Pedestrian written by Mizuko Itō and published by MIT Press (MA). This book was released on 2005 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: How mobile communications in Japan became a pervasively personal tool that connects families and friends, creating "always-on" social engagement.