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Handbook of Mixed Membership Models and Their Applications

Edited by Edoardo M. Airoldi, David Blei, Elena A. Erosheva, Stephen E. Fienberg ...

Series series Chapman & Hall/CRC Handbooks of Modern Statistical Methods
Incorporating more than 20 years of the editors' and contributors' statistical work in mixed membership modeling, this handbook shows how to use these flexible modeling tools to uncover hidden patterns in modern high-dimensional multivariate data. It explores the use of the models in various application settings, including survey data, population genetics, text analysis, image processing and ... Read more

$106.99 USD

Incorporating more than 20 years of the editors' and contributors' statistical work in mixed membership modeling, this handbook shows how to use these flexible modeling tools to uncover hidden patterns in modern high-dimensional multivariate data. It explores the use of the models in various application settings, including survey data, population genetics, text analysis, image processing and
... Read more
Application of Big Data in Petroleum Streams

by Jay Gohil, Manan Shah ...

The book aims to provide comprehensive knowledge and information pertaining to application or implementation of big data in the petroleum industry and its operations (such as exploration, production, refining and finance).The book covers intricate aspects of big data such as 6Vs, benefits, applications, implementation, research work and real-world implementation pertaining to each petroleum ... Read more

$56.99 USD

The book aims to provide comprehensive knowledge and information pertaining to application or implementation of big data in the petroleum industry and its operations (such as exploration, production, refining and finance).The book covers intricate aspects of big data such as 6Vs, benefits, applications, implementation, research work and real-world implementation pertaining to each petroleum
... Read more
Targeted

Corporations and the Police Surveillance Economy

by Kelly Gates ...

Series series Critical Cultural Communication
How video transformed policing and securityVideo cameras are everywhere: attached to buildings, drones, and dashboards; embedded in smartphones, laptops, and doorbells; worn on police uniforms and sunglasses. In Targeted, Kelly Gates argues that the resulting avalanche of video has transformed the landscape of policing and security in the twenty-first century. Video production, analysis, and ... Read more

$19.99 USD

How video transformed policing and securityVideo cameras are everywhere: attached to buildings, drones, and dashboards; embedded in smartphones, laptops, and doorbells; worn on police uniforms and sunglasses. In Targeted, Kelly Gates argues that the resulting avalanche of video has transformed the landscape of policing and security in the twenty-first century. Video production, analysis, and
... Read more
Engenharia de Software para Ciência de Dados

Um guia de boas práticas com ênfase na construção de sistemas de Machine Learning em Python

by Marcos Kalinowski, Tatiana Escovedo, Hugo Villamizar, Hélio Lopes ...

Livro finalista do prêmio Jabuti Acadêmico 2024. Os avanços recentes na área de Ciência de Dados - em especial em Machine Learning - têm tornado viável e de relevância prática novas soluções de software, que podem aprender a partir de dados e realizar predições inteligentes. Entretanto, para que esses sistemas tenham sucesso, devem ser construídos considerando as boas práticas da área de ... Read more

$12.99 USD or Free with Kobo Plus

Livro finalista do prêmio Jabuti Acadêmico 2024. Os avanços recentes na área de Ciência de Dados - em especial em Machine Learning - têm tornado viável e de relevância prática novas soluções de software, que podem aprender a partir de dados e realizar predições inteligentes. Entretanto, para que esses sistemas tenham sucesso, devem ser construídos considerando as boas práticas da área de
... Read more
Databricks Certified Associate Developer for Apache Spark Using Python

The ultimate guide to getting certified in Apache Spark using practical examples with Python

by Saba Shah ...

Learn the concepts and exercises needed to confidently prepare for the Databricks Associate Developer for Apache Spark 3.0 exam and validate your Spark skills with an industry-recognized credentialKey FeaturesUnderstand the fundamentals of Apache Spark to design robust and fast Spark applicationsExplore various data manipulation components for each phase of your data engineering projectPrepare for ... Read more

$27.99 USD or Free with Kobo Plus

Learn the concepts and exercises needed to confidently prepare for the Databricks Associate Developer for Apache Spark 3.0 exam and validate your Spark skills with an industry-recognized credentialKey FeaturesUnderstand the fundamentals of Apache Spark to design robust and fast Spark applicationsExplore various data manipulation components for each phase of your data engineering projectPrepare for
... Read more
Proceedings of International Conference on Innovations in Information and Communication Technologies

ICI2CT 2020

Edited by Lalit Garg, Hemant Sharma, S. B. Goyal, Amarpreet Singh ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers selected papers presented at the International Conference on Innovations in Information and Communication Technologies (ICI2CT 2020), held at National University of Singapore, Singapore, during 18–19 December 2020. It presents the works on the intersection of the Computer Science and Communication Engineering. Topics covered in the book include communications engineering, ... Read more

$287.09 USD

This book gathers selected papers presented at the International Conference on Innovations in Information and Communication Technologies (ICI2CT 2020), held at National University of Singapore, Singapore, during 18–19 December 2020. It presents the works on the intersection of the Computer Science and Communication Engineering. Topics covered in the book include communications engineering,
... Read more
Frank Kane's Taming Big Data with Apache Spark and Python

Real-world examples to help you analyze large datasets with Apache Spark

by Frank Kane ...

Frank Kane's hands-on Spark training course, based on his bestselling Taming Big Data with Apache Spark and Python video, now available in a book. Understand and analyze large data sets using Spark on a single system or on a cluster.Key Features\[\*\] Understand how Spark can be distributed across computing clusters\[\*\] Develop and run Spark jobs efficiently using Python\[\*\] A hands-on ... Read more

$34.99 USD or Free with Kobo Plus

Frank Kane's hands-on Spark training course, based on his bestselling Taming Big Data with Apache Spark and Python video, now available in a book. Understand and analyze large data sets using Spark on a single system or on a cluster.Key Features\[\*\] Understand how Spark can be distributed across computing clusters\[\*\] Develop and run Spark jobs efficiently using Python\[\*\] A hands-on
... Read more
Practical Data Quality

Learn practical, real-world strategies to transform the quality of data in your organization

by Robert Hawker ...

Identify data quality issues, leverage real-world examples and templates to drive change, and unlock the benefits of improved data in processes and decision-makingKey FeaturesGet a practical explanation of data quality concepts and the imperative for change when data is poorGain insights into linking business objectives and data to drive the right data quality prioritiesExplore the data quality ... Read more

$28.99 USD or Free with Kobo Plus

Identify data quality issues, leverage real-world examples and templates to drive change, and unlock the benefits of improved data in processes and decision-makingKey FeaturesGet a practical explanation of data quality concepts and the imperative for change when data is poorGain insights into linking business objectives and data to drive the right data quality prioritiesExplore the data quality
... Read more
scikit-learn Cookbook , Second Edition

Over 80 recipes for machine learning in Python with scikit-learn

by Julian Avila, Trent Hauck ...

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications.Key FeaturesHandle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learnPerform supervised and unsupervised learning with ease, and evaluate the performance of your modelPractical, easy to understand recipes aimed at helping you choose the right machine learning ... Read more

$34.99 USD or Free with Kobo Plus

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications.Key FeaturesHandle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learnPerform supervised and unsupervised learning with ease, and evaluate the performance of your modelPractical, easy to understand recipes aimed at helping you choose the right machine learning
... Read more
Avances en Inteligencia Artificial: Aplicaciones y Desafíos

by Santyali ...

Avances en Inteligencia Artificial: Aplicaciones y DesafíosUn Estudio sobre el Impacto y el Futuro de la IA en Diversos CamposPor Santiago Ezequiel Alizeri¡Prepárate para un viaje electrizante al corazón de la revolución tecnológica! En Avances en Inteligencia Artificial: Aplicaciones y Desafíos, Santiago Ezequiel Alizeri te sumerge en el fascinante universo de la Inteligencia Artificial, ... Read more

$1.00 USD or Free with Kobo Plus

Avances en Inteligencia Artificial: Aplicaciones y DesafíosUn Estudio sobre el Impacto y el Futuro de la IA en Diversos CamposPor Santiago Ezequiel Alizeri¡Prepárate para un viaje electrizante al corazón de la revolución tecnológica! En Avances en Inteligencia Artificial: Aplicaciones y Desafíos, Santiago Ezequiel Alizeri te sumerge en el fascinante universo de la Inteligencia Artificial,
... Read more
AWS Certified Database – Specialty (DBS-C01) Certification Guide

A comprehensive guide to becoming an AWS Certified Database specialist

by Kate Gawron ...

Pass the AWS Certified Database- Specialty Certification exam with the help of practice testsKey FeaturesUnderstand different AWS database technologies and when to use themMaster the management and administration of AWS databases using both the console and command lineComplete, up-to-date coverage of DBS-C01 exam objectives to pass it on the first attemptBook DescriptionThe AWS Certified Database ... Read more

$39.99 USD or Free with Kobo Plus

Pass the AWS Certified Database- Specialty Certification exam with the help of practice testsKey FeaturesUnderstand different AWS database technologies and when to use themMaster the management and administration of AWS databases using both the console and command lineComplete, up-to-date coverage of DBS-C01 exam objectives to pass it on the first attemptBook DescriptionThe AWS Certified Database
... Read more
El género gramatical en español: factores determinantes en la asignación de género en sustantivos inanimados

by Araceli López Serena, Mar Capilla Martín ...

Series Book 84 - Studia Romanica et Linguistica
Este libro examina en profundidad los mecanismos que intervienen en la asignación del género gramatical en los sustantivos inanimados del español. A partir de un extenso análisis de las terminaciones y de su comportamiento en el sistema lingüístico, la obra propone una visión integral que permite comprender la lógica en la asignación del género en una lengua donde lo inanimado no responde a ... Read more

$61.19 USD

Este libro examina en profundidad los mecanismos que intervienen en la asignación del género gramatical en los sustantivos inanimados del español. A partir de un extenso análisis de las terminaciones y de su comportamiento en el sistema lingüístico, la obra propone una visión integral que permite comprender la lógica en la asignación del género en una lengua donde lo inanimado no responde a
... Read more
Recent Trends in Learning From Data

Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL2019)

Edited by Luca Oneto, Nicolò Navarin, Alessandro Sperduti, Davide Anguita ...

Series series Intelligent Technologies and Robotics (R0)
This book offers a timely snapshot and extensive practical and theoretical insights into the topic of learning from data. Based on the tutorials presented at the INNS Big Data and Deep Learning Conference, INNSBDDL2019, held on April 16-18, 2019, in Sestri Levante, Italy, the respective chapters cover advanced neural networks, deep architectures, and supervised and reinforcement machine learning ... Read more

$134.99 USD

This book offers a timely snapshot and extensive practical and theoretical insights into the topic of learning from data. Based on the tutorials presented at the INNS Big Data and Deep Learning Conference, INNSBDDL2019, held on April 16-18, 2019, in Sestri Levante, Italy, the respective chapters cover advanced neural networks, deep architectures, and supervised and reinforcement machine learning
... Read more
Demystifying AI and ML for Cyber–Threat Intelligence

Edited by Ming Yang, Sachi Nandan Mohanty, Suneeta Satpathy, Shu Hu ...

Series series Intelligent Technologies and Robotics (R0)
This book simplifies complex AI and ML concepts, making them accessible to security analysts, IT professionals, researchers, and decision-makers. Cyber threats have become increasingly sophisticated in the ever-evolving digital landscape, making traditional security measures insufficient to combat modern attacks. Artificial intelligence (AI) and machine learning (ML) have emerged as transformative ... Read more

$188.99 USD

This book simplifies complex AI and ML concepts, making them accessible to security analysts, IT professionals, researchers, and decision-makers. Cyber threats have become increasingly sophisticated in the ever-evolving digital landscape, making traditional security measures insufficient to combat modern attacks. Artificial intelligence (AI) and machine learning (ML) have emerged as transformative
... Read more
Robotics Simplified

An Illustrative Guide to Learn Fundamentals of Robotics, Including Kinematics, Motion Control, and Trajectory Planning

by Dr. Jisu Elsa Jacob, Manjunath N ...

‘Robotics Simplified’ is a learner’s handbook that provides a thorough foundation around robotics, including all the basic concepts. The book takes you through a lot of essential topics about robotics, including robotic sensing, actuation, programming, motion control, and kinematic analysis of robotic manipulators. To begin with, the book prepares you with the basic foundational knowledge that ... Read more

$14.99 USD or Free with Kobo Plus

‘Robotics Simplified’ is a learner’s handbook that provides a thorough foundation around robotics, including all the basic concepts. The book takes you through a lot of essential topics about robotics, including robotic sensing, actuation, programming, motion control, and kinematic analysis of robotic manipulators. To begin with, the book prepares you with the basic foundational knowledge that
... Read more
Getting Started with Python: A Beginner's Guide to Python and VS Code

by Khalifa Alatresh ...

Python is a versatile programming language that is popular among beginners and experienceddevelopers alike. Known for its readability and ease of use, Python is an excellent choice forthose looking to learn how to code. Visual Studio Code (VS Code) is a powerful code editordeveloped by Microsoft that provides numerous features to enhance the coding experience. ... Read more

$5.99 USD or Free with Kobo Plus

Python is a versatile programming language that is popular among beginners and experienceddevelopers alike. Known for its readability and ease of use, Python is an excellent choice forthose looking to learn how to code. Visual Studio Code (VS Code) is a powerful code editordeveloped by Microsoft that provides numerous features to enhance the coding experience.
... Read more
Digital Technologies in Logistics and Infrastructure

Edited by Igor Ilin, Carlos Jahn, Andrea Tick ...

Series series Springer Nature Proceedings excluding Computer Science
This book is a collection of best selected research papers from the “Digital Technologies in Logistics and Infrastructure” conference (ICDT-2021). The topics of the presented papers are related to various aspects, problems, and solutions in maritime, transport, warehouse logistics, digital transformation, and information technologies in logistics, as well as digital transformation of ... Read more

$197.99 USD

This book is a collection of best selected research papers from the “Digital Technologies in Logistics and Infrastructure” conference (ICDT-2021). The topics of the presented papers are related to various aspects, problems, and solutions in maritime, transport, warehouse logistics, digital transformation, and information technologies in logistics, as well as digital transformation of
... Read more
Python Feature Engineering Cookbook

Over 70 recipes for creating, engineering, and transforming features to build machine learning models

by Soledad Galli ...

Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python librariesKey FeaturesLearn and implement feature engineering best practicesReinforce your learning with the help of multiple hands-on recipesBuild end-to-end feature engineering pipelines that are performant and reproducibleBook DescriptionFeature engineering, the process of ... Read more

$35.99 USD or Free with Kobo Plus

Create end-to-end, reproducible feature engineering pipelines that can be deployed into production using open-source Python librariesKey FeaturesLearn and implement feature engineering best practicesReinforce your learning with the help of multiple hands-on recipesBuild end-to-end feature engineering pipelines that are performant and reproducibleBook DescriptionFeature engineering, the process of
... Read more
Proceedings of the 5th International Conference on Big Data and Internet of Things

Edited by Mohamed Lazaar, Claude Duvallet, Abdellah Touhafi, Mohammed Al Achhab ...

Series series Springer Nature Proceedings excluding Computer Science
This book is a collection of papers in the research area of big data, cloud computing, cybersecurity, machine learning, deep learning, e-learning, Internet of Things, reinforcement learning, information system, social media and natural language processing. This book includes papers presented at the 5th International Conference on Big Data Cloud and Internet of Things, BDIoT 2021 during March 17–18 ... Read more

$242.99 USD

This book is a collection of papers in the research area of big data, cloud computing, cybersecurity, machine learning, deep learning, e-learning, Internet of Things, reinforcement learning, information system, social media and natural language processing. This book includes papers presented at the 5th International Conference on Big Data Cloud and Internet of Things, BDIoT 2021 during March 17–18
... Read more
scikit-learn机器学习（第2版）

Chinese Edition

by Posts & Telecom Press, Gavin Hackeling ...

掌握Python机器学习的有效工具，搞定scikit-learn的必备指南Key Features本书内容涵盖多种机器学习模型讨论了数据预处理、超参数优化和集成方法等主题。Book Description近年来，Python语言成为了广受欢迎的编程语言，而它在机器学习领域也有着卓越的表现。scikit-learn是一个用Python语言编写的机器学习算法库，它可以实现一系列常用的机器学习算法，是一个不可多得的好工具。本书通过14章内容，详细地介绍了一系列机器学习模型和scikit-learn的使用技巧。本书从机器学习的基础理论讲起，涵盖了简单线性回归、K-近邻算法、特征提取、多元线性回归、逻辑回归、朴素贝叶斯、非线性分类、决策树回归、随机森林、感知机、支持向量机、人工神经网络、K-均值算法、主成分分析等重要话题。本书适合机器学习领域的工程师学习，也适合想要了解scikit ... Read more

$35.99 USD or Free with Kobo Plus

掌握Python机器学习的有效工具，搞定scikit-learn的必备指南Key Features本书内容涵盖多种机器学习模型讨论了数据预处理、超参数优化和集成方法等主题。Book Description近年来，Python语言成为了广受欢迎的编程语言，而它在机器学习领域也有着卓越的表现。scikit-learn是一个用Python语言编写的机器学习算法库，它可以实现一系列常用的机器学习算法，是一个不可多得的好工具。本书通过14章内容，详细地介绍了一系列机器学习模型和scikit-learn的使用技巧。本书从机器学习的基础理论讲起，涵盖了简单线性回归、K-近邻算法、特征提取、多元线性回归、逻辑回归、朴素贝叶斯、非线性分类、决策树回归、随机森林、感知机、支持向量机、人工神经网络、K-均值算法、主成分分析等重要话题。本书适合机器学习领域的工程师学习，也适合想要了解scikit
... Read more
Information Systems for Intelligent Systems

Proceedings of ISBM 2023

Edited by Chakchai So In, Narendra D. Londhe, Nityesh Bhatt, Meelis Kitsing ...

Series series Springer Nature Proceedings excluding Computer Science
This book includes selected papers presented at the World Conference on Information Systems for Business Management (ISBM 2023), held in Bangkok, Thailand, on September 7–8, 2023. It covers up-to-date cutting-edge research on data science, information systems, infrastructure and computational systems, engineering systems, business information systems, and smart secure systems. ... Read more

$260.99 USD

This book includes selected papers presented at the World Conference on Information Systems for Business Management (ISBM 2023), held in Bangkok, Thailand, on September 7–8, 2023. It covers up-to-date cutting-edge research on data science, information systems, infrastructure and computational systems, engineering systems, business information systems, and smart secure systems.
... Read more
Neural Networks

Neural Networks Tools and Techniques for Beginners

by John Slavio ...

Are you looking to get a better understanding of neural networks and their applications?Neural networks are used to model complex patterns for prediction and simulation. It uses the processing pattern used by brain neurons to achieve this. Neural Networks are good at processing complex , non-linear relationships and are used in forecasting, image processing and character recognition.Here's What's ... Read more

$4.99 USD or Free with Kobo Plus

Are you looking to get a better understanding of neural networks and their applications?Neural networks are used to model complex patterns for prediction and simulation. It uses the processing pattern used by brain neurons to achieve this. Neural Networks are good at processing complex , non-linear relationships and are used in forecasting, image processing and character recognition.Here's What's
... Read more
AI and IoT for Sustainable Development in Emerging Countries

Challenges and Opportunities

Edited by Zakaria Boulouard, Mariya Ouaissa, Mariyam Ouaissa, Sarah El Himer ...

Series series Intelligent Technologies and Robotics (R0)
This book comprises a number of state-of-the-art contributions from both scientists and practitioners working in a large pool of fields where AI and IoT can open up new horizons. Artificial intelligence and Internet of Things have introduced themselves today as must-have technologies in almost every sector. Ranging from agriculture to industry and health care, the scope of applications of AI and ... Read more

$116.99 USD

This book comprises a number of state-of-the-art contributions from both scientists and practitioners working in a large pool of fields where AI and IoT can open up new horizons. Artificial intelligence and Internet of Things have introduced themselves today as must-have technologies in almost every sector. Ranging from agriculture to industry and health care, the scope of applications of AI and
... Read more
Supporting Web Search and Navigation by an Overlay Linking Structure

by Georg Philipp Roßrucker ...

Series series Intelligent Technologies and Robotics (R0)
Search and navigation in hyperlinked networks have been subjects of research since the Internet emerged. Due to its incompleteness in terms of linking related content, the existing linking structure of the Web and similar networks cannot be utilized as a searchable index without prior application of suitable crawling strategies and content categorization.Following the example of sitemaps, a map ... Read more

$134.99 USD

Search and navigation in hyperlinked networks have been subjects of research since the Internet emerged. Due to its incompleteness in terms of linking related content, the existing linking structure of the Web and similar networks cannot be utilized as a searchable index without prior application of suitable crawling strategies and content categorization.Following the example of sitemaps, a map
... Read more

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