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Learning Apache Spark 2

A beginner's guide to real-time Big Data processing using the Apache Spark framework

par Muhammad Asif Abbasi ...

Learn the fundamentals of Apache Spark 2 and build high-value Big Data solutions with easeKey FeaturesFamiliarize yourself with the new features introduced in Apache Spark 2, as well as its components for Big Data processing and analyticsManipulate your data, perform stream analytics and machine learning, and deploy your Spark models to production using practical examplesIf you are new to Apache ... En savoir plus

$41.59 CAD ou Gratuit avec Kobo Plus

Learn the fundamentals of Apache Spark 2 and build high-value Big Data solutions with easeKey FeaturesFamiliarize yourself with the new features introduced in Apache Spark 2, as well as its components for Big Data processing and analyticsManipulate your data, perform stream analytics and machine learning, and deploy your Spark models to production using practical examplesIf you are new to Apache
... En savoir plus
Statistical Application Development with R and Python

Develop applications using data processing, statistical models, and CART

par Prabhanjan Narayanachar Tattar, Ajay Ohri, Abhinav Prakash Rai, RATNADIP ADHIKARI ...

Software Implementation Illustrated with R and PythonKey Features\[\*\]Learn the nature of data through software which takes the preliminary concepts right away using R and Python.\[\*\]Understand data modeling and visualization to perform efficient statistical analysis with this guide.\[\*\]Get well versed with techniques such as regression, clustering, classification, support vector machines and ... En savoir plus

$47.19 CAD ou Gratuit avec Kobo Plus

Software Implementation Illustrated with R and PythonKey Features\[\*\]Learn the nature of data through software which takes the preliminary concepts right away using R and Python.\[\*\]Understand data modeling and visualization to perform efficient statistical analysis with this guide.\[\*\]Get well versed with techniques such as regression, clustering, classification, support vector machines and
... En savoir plus
Agile Data Science 2.0

Building Full-Stack Data Analytics Applications with Spark

par Russell Jurney ...

Data science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they’re to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools ... En savoir plus

$54.39 CAD

Data science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they’re to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools
... En savoir plus
R Graph Essentials

par David Alexander Lillis ...

This book is targeted at R programmers who want to learn the graphing capabilities of R. This book will presume that you have working knowledge of R. ... En savoir plus

$27.49 CAD ou Gratuit avec Kobo Plus

This book is targeted at R programmers who want to learn the graphing capabilities of R. This book will presume that you have working knowledge of R.
... En savoir plus
Microsoft System Center Data Protection Manager 2012 R2 Cookbook

Over 100 recipes to build your own designs exploring the advanced functionality and features of System Center DPM 2012 R2

par Robert Hedblom, Robert Heldblom ...

Key FeaturesBook DescriptionIf you are a DPM administrator, this book will help you verify your knowledge and provide you with everything you need to know about the 2012 R2 release. No prior knowledge about System Center DPM is required, however some experience of running backups will come in handy.What you will learnProtect file shares, volumes, and catalogues and restore file data to its ... En savoir plus

$55.99 CAD ou Gratuit avec Kobo Plus

Key FeaturesBook DescriptionIf you are a DPM administrator, this book will help you verify your knowledge and provide you with everything you need to know about the 2012 R2 release. No prior knowledge about System Center DPM is required, however some experience of running backups will come in handy.What you will learnProtect file shares, volumes, and catalogues and restore file data to its
... En savoir plus
The Data Bank Society (Routledge Revivals)

Organizations, Computers and Social Freedom

par Malcolm Warner, Mike Stone ...

Collections series Routledge Revivals
This study, written in the context of its first publication in 1970, discusses and documents the invasion of privacy by the corporation and the social institution in the search for efficiency in information processing. Discussing areas such as the impact of the computer on administration, privacy and the storage on information, the authors assess the technical and social feasibility of ... En savoir plus

$39.84 CAD

This study, written in the context of its first publication in 1970, discusses and documents the invasion of privacy by the corporation and the social institution in the search for efficiency in information processing. Discussing areas such as the impact of the computer on administration, privacy and the storage on information, the authors assess the technical and social feasibility of
... En savoir plus
Data Mining Approaches for Big Data and Sentiment Analysis in Social Media

Modifié par Brij B. Gupta, Dragan Peraković, Ahmed A. Abd El-Latif, Deepak Gupta ...

Social media sites are constantly evolving with huge amounts of scattered data or big data, which makes it difficult for researchers to trace the information flow. It is a daunting task to extract a useful piece of information from the vast unstructured big data; the disorganized structure of social media contains data in various forms such as text and videos as well as huge real-time data on ... En savoir plus

$267.19 CAD

Social media sites are constantly evolving with huge amounts of scattered data or big data, which makes it difficult for researchers to trace the information flow. It is a daunting task to extract a useful piece of information from the vast unstructured big data; the disorganized structure of social media contains data in various forms such as text and videos as well as huge real-time data on
... En savoir plus
Internet of Things and Analytics for Agriculture, Volume 2

Modifié par Prasant Kumar Pattnaik, Raghvendra Kumar, Souvik Pal ...

Collections series Intelligent Technologies and Robotics (R0)
This book addresses major challenges faced by farmers and the technological solutions based on Internet of Things (IoT). A major challenge in agriculture is cultivating and supplying high-quality produce at the best. Currently, around 50% of global farm produce never reaches the end consumer due to wastage and suboptimal prices. The book presents solutions that reduce the transport costs, improve ... En savoir plus

$115.29 CAD

This book addresses major challenges faced by farmers and the technological solutions based on Internet of Things (IoT). A major challenge in agriculture is cultivating and supplying high-quality produce at the best. Currently, around 50% of global farm produce never reaches the end consumer due to wastage and suboptimal prices. The book presents solutions that reduce the transport costs, improve
... En savoir plus
Data Engineering with Scala and Spark

Build streaming and batch pipelines that process massive amounts of data using Scala

par Eric Tome, Rupam Bhattacharjee, David Radford ...

Take your data engineering skills to the next level by learning how to utilize Scala and functional programming to create continuous and scheduled pipelines that ingest, transform, and aggregate dataKey FeaturesTransform data into a clean and trusted source of information for your organization using ScalaBuild streaming and batch-processing pipelines with step-by-step explanationsImplement and ... En savoir plus

$31.99 CAD ou Gratuit avec Kobo Plus

Take your data engineering skills to the next level by learning how to utilize Scala and functional programming to create continuous and scheduled pipelines that ingest, transform, and aggregate dataKey FeaturesTransform data into a clean and trusted source of information for your organization using ScalaBuild streaming and batch-processing pipelines with step-by-step explanationsImplement and
... En savoir plus
Post-Shrinkage Strategies in Statistical and Machine Learning for High Dimensional Data

par Syed Ejaz Ahmed, Feryaal Ahmed, Bahadir Yüzbaşı ...

This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science. It combines statistical learning and machine learning techniques in a unique and optimal way. It is well-known that machine learning methods are subject to many issues relating to bias, and consequently the mean squared error and prediction error may ... En savoir plus

$107.17 CAD

This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science. It combines statistical learning and machine learning techniques in a unique and optimal way. It is well-known that machine learning methods are subject to many issues relating to bias, and consequently the mean squared error and prediction error may
... En savoir plus
The Monetization of Technical Data

Innovations from Industry and Research

Modifié par Daniel Trauth, Thomas Bergs, Wolfgang Prinz ...

Collections series Intelligent Technologies and Robotics (R0)
The monetization of data is a very young topic, for which there are only very few case studies. There is a lack of strategy or concept that shows decision-makers the way into the monetization of data, especially those who have discovered or are threatened by the digital transformation or Industry 4.0. Because machine data is usually unstructured and not usable without domain knowledge/metadata, ... En savoir plus

$166.49 CAD

The monetization of data is a very young topic, for which there are only very few case studies. There is a lack of strategy or concept that shows decision-makers the way into the monetization of data, especially those who have discovered or are threatened by the digital transformation or Industry 4.0. Because machine data is usually unstructured and not usable without domain knowledge/metadata,
... En savoir plus
Serverless Computing: Principles and Paradigms

Modifié par Rajalakshmi Krishnamurthi, Adarsh Kumar, Sukhpal Singh Gill, Rajkumar Buyya ...

Collections series Intelligent Technologies and Robotics (R0)
This book explores how advances in graphic processing units (GPUs), programmable logic devices (TPUs), and field-programmable gate arrays have altered the serverless computing landscape (FPGAs). Distributed system architectures and implementations have undergone significant changes due to the popularity of serverless computing. Making and releasing product applications, doing market research, and ... En savoir plus

$140.89 CAD

This book explores how advances in graphic processing units (GPUs), programmable logic devices (TPUs), and field-programmable gate arrays have altered the serverless computing landscape (FPGAs). Distributed system architectures and implementations have undergone significant changes due to the popularity of serverless computing. Making and releasing product applications, doing market research, and
... En savoir plus
The Deep Learning Architect's Handbook

Build and deploy production-ready DL solutions leveraging the latest Python techniques

par Ee Kin Chin ...

Harness the power of deep learning to drive productivity and efficiency using this practical guide covering techniques and best practices for the entire deep learning life cycleKey FeaturesInterpret your models’ decision-making process, ensuring transparency and trust in your AI-powered solutionsGain hands-on experience in every step of the deep learning life cycleExplore case studies and ... En savoir plus

$45.59 CAD ou Gratuit avec Kobo Plus

Harness the power of deep learning to drive productivity and efficiency using this practical guide covering techniques and best practices for the entire deep learning life cycleKey FeaturesInterpret your models’ decision-making process, ensuring transparency and trust in your AI-powered solutionsGain hands-on experience in every step of the deep learning life cycleExplore case studies and
... En savoir plus
Information Security Technologies in the Decentralized Distributed Networks

Modifié par Roman Oliynykov, Oleksandr Kuznetsov, Oleksandr Lemeshko, Tamara Radivilova ...

Collections series Intelligent Technologies and Robotics (R0)
The authors explore various aspects of information processing for the design of service systems, efficient management, secure storage, and transmission. In addition, the subline provides knowledge and practice in decentralized ICT technologies, including those based on blockchain. The aim of this book is to analyze and develop methods of building decentralized private databases without the ... En savoir plus

$153.69 CAD

The authors explore various aspects of information processing for the design of service systems, efficient management, secure storage, and transmission. In addition, the subline provides knowledge and practice in decentralized ICT technologies, including those based on blockchain. The aim of this book is to analyze and develop methods of building decentralized private databases without the
... En savoir plus
Digital Technologies and Applications

Proceedings of ICDTA’23, Fez, Morocco, Volume 2

Modifié par Saad Motahhir, Badre Bossoufi ...

Collections series Springer Nature Proceedings excluding Computer Science
This book presents volume 2 of selected research papers presented at the Second International Conference on Digital Technologies and Applications (ICDTA 23). This book highlights the latest innovations in digital technologies as artificial intelligence, Internet of Things, embedded systems, network technology, digital transformation, and their applications in several areas as Industry 4.0, ... En savoir plus

$344.59 CAD

This book presents volume 2 of selected research papers presented at the Second International Conference on Digital Technologies and Applications (ICDTA 23). This book highlights the latest innovations in digital technologies as artificial intelligence, Internet of Things, embedded systems, network technology, digital transformation, and their applications in several areas as Industry 4.0,
... En savoir plus
Learner corpus profiles

The case of Romanian Learner English

par Madalina Chitez ...

Collections Livre 173 - Linguistic Insights
Aiming at exemplifying the methodology of learner corpus profiling, this book describes salient features of Romanian Learner English. As a starting point, the volume offers a comprehensive presentation of the Romanian-English contrastive studies. Another innovative aspect of the book refers to the use of the first Romanian Corpus of Learner English, whose compilation is the object of a ... En savoir plus

$115.69 CAD

Aiming at exemplifying the methodology of learner corpus profiling, this book describes salient features of Romanian Learner English. As a starting point, the volume offers a comprehensive presentation of the Romanian-English contrastive studies. Another innovative aspect of the book refers to the use of the first Romanian Corpus of Learner English, whose compilation is the object of a
... En savoir plus
Taming Text

How to Find, Organize, and Manipulate It

par Grant Ingersoll, Thomas S. Morton, Drew Farris ...

SummaryTaming Text, winner of the 2013 Jolt Awards for Productivity, is a hands-on, example-driven guide to working with unstructured text in the context of real-world applications. This book explores how to automatically organize text using approaches such as full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. The book guides you through ... En savoir plus

$65.99 CAD

SummaryTaming Text, winner of the 2013 Jolt Awards for Productivity, is a hands-on, example-driven guide to working with unstructured text in the context of real-world applications. This book explores how to automatically organize text using approaches such as full-text search, proper name recognition, clustering, tagging, information extraction, and summarization. The book guides you through
... En savoir plus
R语言数据高效处理指南

par 黄天元 ...

本书以R语言为基础，介绍做任何分析都绕不开的数据处理基本操作。从基本包入手，循序渐进地引导读者一步一步进行学习。首先介绍tidyverse生态系统的dplyr包，并在其后引入难度稍高但是性能更加优秀的data.table包，然后介绍支持分布式数据处理的sparklyr包。在本书的zui后部分还提供了实战的案例，并介绍了一些非常实用的数据处理技巧。本书分为四个部分：di yi部分介绍基本的概念，介绍数据处理的基本概念和R语言编程基础，让零基础的读者也能迅速入门；第二部分是快速入门部分，介绍如何使用base-r基本包和tidyverse生态系统来解决基本的数据处理问题，让读者能够快速上手；第三部分是高级进阶内容，对于追求数据处理的速度和规模的用户而言，需要进阶学习data.table和sparklyr两个R包，从而获得更高的效率；第四部分是实战案例，利用航班数据进行演练 ... En savoir plus

$15.40 CAD

本书以R语言为基础，介绍做任何分析都绕不开的数据处理基本操作。从基本包入手，循序渐进地引导读者一步一步进行学习。首先介绍tidyverse生态系统的dplyr包，并在其后引入难度稍高但是性能更加优秀的data.table包，然后介绍支持分布式数据处理的sparklyr包。在本书的zui后部分还提供了实战的案例，并介绍了一些非常实用的数据处理技巧。本书分为四个部分：di yi部分介绍基本的概念，介绍数据处理的基本概念和R语言编程基础，让零基础的读者也能迅速入门；第二部分是快速入门部分，介绍如何使用base-r基本包和tidyverse生态系统来解决基本的数据处理问题，让读者能够快速上手；第三部分是高级进阶内容，对于追求数据处理的速度和规模的用户而言，需要进阶学习data.table和sparklyr两个R包，从而获得更高的效率；第四部分是实战案例，利用航班数据进行演练
... En savoir plus
Fundamentals of Qualitative Research

par Fadele Ayotunde Alaba, Uhuegho Kole Osaretin, Alvaro Rocha ...

Collections series Intelligent Technologies and Robotics (R0)
This book is to provide readers with a clear and comprehensive understanding of research methodologies, with particular emphasis on the application of qualitative research. It aims to bridge the gap between theory and practice by offering conceptual explanations alongside practical illustrations. The scope extends to students, early-career researchers, and practitioners who require methodological ... En savoir plus

$204.99 CAD

This book is to provide readers with a clear and comprehensive understanding of research methodologies, with particular emphasis on the application of qualitative research. It aims to bridge the gap between theory and practice by offering conceptual explanations alongside practical illustrations. The scope extends to students, early-career researchers, and practitioners who require methodological
... En savoir plus
Building Data Integration Solutions

Unifying Data for Enhanced Decision Making

par Jay Borthen ...

Are you struggling to manage and make sense of the vast streams of data flowing into your organization? In today's data-driven world, the ability to effectively unify and organize disparate data sources is not just an advantage—it's a necessity. The challenge lies in navigating the complexities of data diversity, volume, and regulatory demands, which can overwhelm even the most seasoned data ... En savoir plus

$67.99 CAD

Are you struggling to manage and make sense of the vast streams of data flowing into your organization? In today's data-driven world, the ability to effectively unify and organize disparate data sources is not just an advantage—it's a necessity. The challenge lies in navigating the complexities of data diversity, volume, and regulatory demands, which can overwhelm even the most seasoned data
... En savoir plus
Deep Learning Dynamics: The Science Behind AI Training

par ABHIJEET SARKAR ...

"Deep Learning Dynamics: The Science Behind AI Training" , Written by Abhijeet Sarkar is your ultimate guide to understanding the science and art of training artificial intelligence systems. Perfect for AI enthusiasts, data scientists, researchers, and tech professionals, this comprehensive book uncovers the intricate mechanisms behind modern deep learning, providing practical insights and ... En savoir plus

$7.99 CAD

"Deep Learning Dynamics: The Science Behind AI Training" , Written by Abhijeet Sarkar is your ultimate guide to understanding the science and art of training artificial intelligence systems. Perfect for AI enthusiasts, data scientists, researchers, and tech professionals, this comprehensive book uncovers the intricate mechanisms behind modern deep learning, providing practical insights and
... En savoir plus
Deep Learning for Unmanned Systems

Modifié par Anis Koubaa, Ahmad Taher Azar ...

Collections series Intelligent Technologies and Robotics (R0)
This book is used at the graduate or advanced undergraduate level and many others. Manned and unmanned ground, aerial and marine vehicles enable many promising and revolutionary civilian and military applications that will change our life in the near future. These applications include, but are not limited to, surveillance, search and rescue, environment monitoring, infrastructure monitoring, self ... En savoir plus

$267.69 CAD

This book is used at the graduate or advanced undergraduate level and many others. Manned and unmanned ground, aerial and marine vehicles enable many promising and revolutionary civilian and military applications that will change our life in the near future. These applications include, but are not limited to, surveillance, search and rescue, environment monitoring, infrastructure monitoring, self
... En savoir plus
Advanced Techniques of Artificial Intelligence in IT Security Systems

par Marcin Korytkowski ...

Collections series Intelligent Technologies and Robotics (R0)
The book explores how modern technologies, including artificial intelligence and neural networks, are being used to enhance cybersecurity. In today's world, the development of the Internet is nothing short of transformative, affecting every aspect of our lives. Ensuring the safety of its users is a paramount concern, and it requires a diverse set of disciplines to address. Researchers from various ... En savoir plus

$179.39 CAD

The book explores how modern technologies, including artificial intelligence and neural networks, are being used to enhance cybersecurity. In today's world, the development of the Internet is nothing short of transformative, affecting every aspect of our lives. Ensuring the safety of its users is a paramount concern, and it requires a diverse set of disciplines to address. Researchers from various
... En savoir plus
Computational Intelligence for Genomics Data

Modifié par Babita Pandey, Valentina Emilia Balas, Suman Lata Tripathi, Devendra Kumar Pandey, Mufti Mahmud ...

Collections series Advances in Biomedical Informatics
Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and ... En savoir plus

$198.39 CAD

Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and
... En savoir plus

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