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Python Feature Engineering Cookbook

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

de Soledad Galli ...

Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn librariesKey FeaturesDiscover solutions for feature generation, feature extraction, and feature selectionUncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasetsImplement modern feature extraction techniques using Python's ... Leer más

$27.99 USD o gratis con Kobo Plus

Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn librariesKey FeaturesDiscover solutions for feature generation, feature extraction, and feature selectionUncover the end-to-end feature engineering process across continuous, discrete, and unstructured datasetsImplement modern feature extraction techniques using Python's
... Leer más
Advances in E-Business Engineering for Ubiquitous Computing

Proceedings of the 16th International Conference on e-Business Engineering (ICEBE 2019)

Edición de Kuo-Ming Chao, Lihong Jiang, Omar Khadeer Hussain, Shang-Pin Ma, Xiang Fei ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the latest trends in scientific methods and enabling technologies to advance e-business. It consists of selected high-quality papers from the 16th International Conference on E-Business Engineering (ICEBE 2019), held in Shanghai, China, on 11–13 October 2019. ICEBE is a leading international forum for researchers, engineers, and business specialists to exchange cutting-edge ... Leer más

$143.99 USD

This book presents the latest trends in scientific methods and enabling technologies to advance e-business. It consists of selected high-quality papers from the 16th International Conference on E-Business Engineering (ICEBE 2019), held in Shanghai, China, on 11–13 October 2019. ICEBE is a leading international forum for researchers, engineers, and business specialists to exchange cutting-edge
... Leer más
Elasticsearch Indexing

How to Improve User's Search Experience

de Huseyin Akdogan ...

Improve search experiences with ElasticSearch's powerful indexing functionality – learn how with this practical ElasticSearch tutorial, packed with tips!Key Features\[\*\]Improve user’s search experience with the correct configuration\[\*\]Deliver relevant search results – fast!\[\*\]Save time and system resources by creating stable clustersBook DescriptionBeginning with an overview of the way ... Leer más

$21.99 USD o gratis con Kobo Plus

Improve search experiences with ElasticSearch's powerful indexing functionality – learn how with this practical ElasticSearch tutorial, packed with tips!Key Features\[\*\]Improve user’s search experience with the correct configuration\[\*\]Deliver relevant search results – fast!\[\*\]Save time and system resources by creating stable clustersBook DescriptionBeginning with an overview of the way
... Leer más
Semantic IoT: Theory and Applications

Interoperability, Provenance and Beyond

Edición de Rajiv Pandey, Marcin Paprzycki, Nidhi Srivastava, Subhash Bhalla, Katarzyna Wasielewska-Michniewska ...

Series series Intelligent Technologies and Robotics (R0)
This book is focused on an emerging area, i.e. combination of IoT and semantic technologies, which should enable breaking the silos of local and/or domain-specific IoT deployments.Taking into account the way that IoT ecosystems are realized, several challenges can be identified. Among them of definite importance are (this list is, obviously, not exhaustive): (i) How to provide common ... Leer más

$143.99 USD

This book is focused on an emerging area, i.e. combination of IoT and semantic technologies, which should enable breaking the silos of local and/or domain-specific IoT deployments.Taking into account the way that IoT ecosystems are realized, several challenges can be identified. Among them of definite importance are (this list is, obviously, not exhaustive): (i) How to provide common
... Leer más
TensorFlow 2.0 Quick Start Guide

Get up to speed with the newly introduced features of TensorFlow 2.0

de Tony Holdroyd ...

Perform supervised and unsupervised machine learning and learn advanced techniques such as training neural networks.Key FeaturesTrain your own models for effective prediction, using high-level Keras APIPerform supervised and unsupervised machine learning and learn advanced techniques such as training neural networksGet acquainted with some new practices introduced in TensorFlow 2.0 AlphaBook ... Leer más

$22.99 USD o gratis con Kobo Plus

Perform supervised and unsupervised machine learning and learn advanced techniques such as training neural networks.Key FeaturesTrain your own models for effective prediction, using high-level Keras APIPerform supervised and unsupervised machine learning and learn advanced techniques such as training neural networksGet acquainted with some new practices introduced in TensorFlow 2.0 AlphaBook
... Leer más
Estudo de Resíduos da Construção Civil para Concreto Estrutural Aplicado em Lajes Pré-Moldadas

de Enildo Tales Ferreira ...

Diversas cidades brasileiras enfrentam dificuldades para a destinação final dos resíduos da construção civil (RCC). Considerando essa realidade, o autor deste livro apresenta um estudo que aborda a destinação desse resíduo no próprio setor, com base numa análise do potencial de uso de agregados de RCC em concretos estruturais (fck = 25 MPa), aplicados em lajes pré-moldadas. Sugere, ainda, uma ... Leer más

$10.99 USD o gratis con Kobo Plus

Diversas cidades brasileiras enfrentam dificuldades para a destinação final dos resíduos da construção civil (RCC). Considerando essa realidade, o autor deste livro apresenta um estudo que aborda a destinação desse resíduo no próprio setor, com base numa análise do potencial de uso de agregados de RCC em concretos estruturais (fck = 25 MPa), aplicados em lajes pré-moldadas. Sugere, ainda, uma
... Leer más
Machine Learning on Commodity Tiny Devices

Theory and Practice

de Song Guo, Qihua Zhou ...

This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. This book presents on-device learning techniques covering model-level neural network design, algorithm-level training optimization and hardware-level instruction acceleration.Analyzing the limitations of conventional in-cloud computing would reveal that on-device learning is a ... Leer más

$66.99 USD

This book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. This book presents on-device learning techniques covering model-level neural network design, algorithm-level training optimization and hardware-level instruction acceleration.Analyzing the limitations of conventional in-cloud computing would reveal that on-device learning is a
... Leer más
Your Unseen Operating Model

30 Working Days to Defeat the Invisible Enemy—And Survive the 2030 Convergence

de Liz Henderson, Elizabeth Henderson ...

Series Libro 2 - Data Leadership Series
Why Hidden Data Friction Costs Boards MillionsAnd what leaders can do about it—nowA concise, evidence-led roadmap to quantify, eliminate, and govern data friction—so boards can act with confidence.Foreword HighlightsFrom AI Strategy to Business ValueForeword by Kieran Gilmurray, Chief AI OfficerTurning AI potential into measurable business value depends on organisational capa... ... Leer más

$13.00 USD o gratis con Kobo Plus

Why Hidden Data Friction Costs Boards MillionsAnd what leaders can do about it—nowA concise, evidence-led roadmap to quantify, eliminate, and govern data friction—so boards can act with confidence.Foreword HighlightsFrom AI Strategy to Business ValueForeword by Kieran Gilmurray, Chief AI OfficerTurning AI potential into measurable business value depends on organisational capa...
... Leer más
Big Data Analytics in Fog-Enabled IoT Networks

Towards a Privacy and Security Perspective

Edición de Govind P. Gupta, Rakesh Tripathi, Brij B. Gupta, Kwok Tai Chui ...

The integration of fog computing with the resource-limited Internet of Things (IoT) network formulates the concept of the fog-enabled IoT system. Due to a large number of IoT devices, the IoT is a main source of Big Data. A large volume of sensing data is generated by IoT systems such as smart cities and smart-grid applications. A fundamental research issue is how to provide a fast and efficient ... Leer más

$66.99 USD

The integration of fog computing with the resource-limited Internet of Things (IoT) network formulates the concept of the fog-enabled IoT system. Due to a large number of IoT devices, the IoT is a main source of Big Data. A large volume of sensing data is generated by IoT systems such as smart cities and smart-grid applications. A fundamental research issue is how to provide a fast and efficient
... Leer más
Work Stress Induced Chronic Diseases in Construction

Discoveries using data analytics

de Imriyas Kamardeen ...

Series series Spon Research
This book aims to fill a gap in the current construction health and safety research and discover new knowledge about work stress induced chronic diseases among construction industry professionals. In achieving these aims, the book investigates:the nature and extent of psychosocial stressors experienced by construction professionals, stress management tactics applied and the impact on mental ... Leer más

$67.99 USD

This book aims to fill a gap in the current construction health and safety research and discover new knowledge about work stress induced chronic diseases among construction industry professionals. In achieving these aims, the book investigates:the nature and extent of psychosocial stressors experienced by construction professionals, stress management tactics applied and the impact on mental
... Leer más
Data Science Projects with Python

A case study approach to gaining valuable insights from real data with machine learning

de Stephen Klosterman ...

Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoostKey FeaturesThink critically about data and use it to form and test a hypothesisChoose an appropriate machine learning model and train it on your dataCommunicate data-driven insights with confidence and clarityBook DescriptionIf data is the new oil, then machine ... Leer más

$26.99 USD o gratis con Kobo Plus

Gain hands-on experience of Python programming with industry-standard machine learning techniques using pandas, scikit-learn, and XGBoostKey FeaturesThink critically about data and use it to form and test a hypothesisChoose an appropriate machine learning model and train it on your dataCommunicate data-driven insights with confidence and clarityBook DescriptionIf data is the new oil, then machine
... Leer más
Apache Hive Essentials

Essential techniques to help you process, and get unique insights from, big data

de Dayong Du ...

This book takes you on a fantastic journey to discover the attributes of big data using Apache Hive. Key FeaturesGrasp the skills needed to write efficient Hive queries to analyze the Big DataDiscover how Hive can coexist and work with other tools within the Hadoop ecosystemUses practical, example-oriented scenarios to cover all the newly released features of Apache Hive 2.3.3Book DescriptionIn ... Leer más

$25.99 USD o gratis con Kobo Plus

This book takes you on a fantastic journey to discover the attributes of big data using Apache Hive. Key FeaturesGrasp the skills needed to write efficient Hive queries to analyze the Big DataDiscover how Hive can coexist and work with other tools within the Hadoop ecosystemUses practical, example-oriented scenarios to cover all the newly released features of Apache Hive 2.3.3Book DescriptionIn
... Leer más
Data-Centric Machine Learning with Python

The ultimate guide to engineering and deploying high-quality models based on good data

de Jonas Christensen, Nakul Bajaj, Manmohan Gosada ...

Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey FeaturesGrasp the principles of data centricity and apply them to real-world scenariosGain experience with quality data collection, labeling, and synthetic data creation using PythonDevelop essential skills for building reliable, responsible, and ethical ... Leer más

$37.99 USD o gratis con Kobo Plus

Join the data-centric revolution and master the concepts, techniques, and algorithms shaping the future of AI and ML development, using PythonKey FeaturesGrasp the principles of data centricity and apply them to real-world scenariosGain experience with quality data collection, labeling, and synthetic data creation using PythonDevelop essential skills for building reliable, responsible, and ethical
... Leer más
Building Big Data Pipelines with Apache Beam

Use a single programming model for both batch and stream data processing

de Jan Lukavsky ...

Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open ... Leer más

$35.99 USD o gratis con Kobo Plus

Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open
... Leer más
Kibana 8.x – A Quick Start Guide to Data Analysis

Learn about data exploration, visualization, and dashboard building with Kibana

de Krishna Shah ...

Uncover valuable business insights by leveraging the power of Kibana to navigate and interpret datasets for improved decision makingKey FeaturesGain profound understanding of the end-to-end workings of KibanaExplore the powerful administration features in Kibana 8.x for managing and supporting data ingestion pipelinesBuild your own analytics and visualization solution from scratchPurchase of the ... Leer más

$27.99 USD o gratis con Kobo Plus

Uncover valuable business insights by leveraging the power of Kibana to navigate and interpret datasets for improved decision makingKey FeaturesGain profound understanding of the end-to-end workings of KibanaExplore the powerful administration features in Kibana 8.x for managing and supporting data ingestion pipelinesBuild your own analytics and visualization solution from scratchPurchase of the
... Leer más
Neo4j 4.0 Certification

Exam Practice Tests

de Cristian Scutaru ...

This is an e-book for existing Neo4j Certified Professionals willing to pass the new Neo4j 4.0 Certification exam. It contains five original practice tests with 30 questions each, to help you pass the new FREE Neo4j 4.0 Certification exam with highest score possible.Passing the Neo4j Certified Professional exam first is a prerequisite! You'll not be allowed to start this exam online if your email ... Leer más

$7.27 USD o gratis con Kobo Plus

This is an e-book for existing Neo4j Certified Professionals willing to pass the new Neo4j 4.0 Certification exam. It contains five original practice tests with 30 questions each, to help you pass the new FREE Neo4j 4.0 Certification exam with highest score possible.Passing the Neo4j Certified Professional exam first is a prerequisite! You'll not be allowed to start this exam online if your email
... Leer más
Python Data Mining Quick Start Guide

A beginner's guide to extracting valuable insights from your data

de Nathan Greeneltch ...

Explore the different data mining techniques using the libraries and packages offered by PythonKey FeaturesGrasp the basics of data loading, cleaning, analysis, and visualizationUse the popular Python libraries such as NumPy, pandas, matplotlib, and scikit-learn for data miningYour one-stop guide to build efficient data mining pipelines without going into too much theoryBook DescriptionData mining ... Leer más

$22.99 USD o gratis con Kobo Plus

Explore the different data mining techniques using the libraries and packages offered by PythonKey FeaturesGrasp the basics of data loading, cleaning, analysis, and visualizationUse the popular Python libraries such as NumPy, pandas, matplotlib, and scikit-learn for data miningYour one-stop guide to build efficient data mining pipelines without going into too much theoryBook DescriptionData mining
... Leer más
Data-Intensive Science

Edición de Terence Critchlow, Kerstin Kleese van Dam ...

Series series Chapman & Hall/CRC Computational Science
Data-intensive science has the potential to transform scientific research and quickly translate scientific progress into complete solutions, policies, and economic success. But this collaborative science is still lacking the effective access and exchange of knowledge among scientists, researchers, and policy makers across a range of disciplines. Bringing together leaders from multiple scientific ... Leer más

$72.99 USD

Data-intensive science has the potential to transform scientific research and quickly translate scientific progress into complete solutions, policies, and economic success. But this collaborative science is still lacking the effective access and exchange of knowledge among scientists, researchers, and policy makers across a range of disciplines. Bringing together leaders from multiple scientific
... Leer más
Apache Airflow Best Practices

A practical guide to orchestrating data workflow with Apache Airflow

de Dylan Intorf, Dylan Storey, Kendrick van Doorn ...

Confidently orchestrate your data pipelines with Apache Airflow by applying industry best practices and scalable strategiesKey FeaturesSeamlessly migrate from Airflow 1.x to 2.x and explore the key features and improvements in version 2.xLearn Apache Airflow workflow authoring through practical, real-world use casesDiscover strategies to optimize and scale Airflow pipelines for high availability ... Leer más

$32.99 USD o gratis con Kobo Plus

Confidently orchestrate your data pipelines with Apache Airflow by applying industry best practices and scalable strategiesKey FeaturesSeamlessly migrate from Airflow 1.x to 2.x and explore the key features and improvements in version 2.xLearn Apache Airflow workflow authoring through practical, real-world use casesDiscover strategies to optimize and scale Airflow pipelines for high availability
... Leer más
Security Tokens and Stablecoins Quick Start Guide

Learn how to build STO and stablecoin decentralized applications

de Weimin Sun, Xun (Brian) Wu, Angela Kwok ...

A complete guide to understanding, developing, and testing popular security-token smart contractsKey FeaturesUnderstand key Blockchain and Ethereum platforms conceptsStep-by-step guide to developing STO smart contracts on EthereumMonetize digital tokens under various U.S. securities lawsBook DescriptionThe failure of initial coin offerings (ICOs) is no accident, as most ICOs do not link to a real ... Leer más

$22.99 USD o gratis con Kobo Plus

A complete guide to understanding, developing, and testing popular security-token smart contractsKey FeaturesUnderstand key Blockchain and Ethereum platforms conceptsStep-by-step guide to developing STO smart contracts on EthereumMonetize digital tokens under various U.S. securities lawsBook DescriptionThe failure of initial coin offerings (ICOs) is no accident, as most ICOs do not link to a real
... Leer más
Principles of Data Science

Mathematical techniques and theory to succeed in data-driven industries

de Sinan Ozdemir ...

Learn the techniques and math you need to start making sense of your dataKey Features\[\*\] Enhance your knowledge of coding with data science theory for practical insight into data science and analysis\[\*\] More than just a math class, learn how to perform real-world data science tasks with R and Python\[\*\] Create actionable insights and transform raw data into tangible valueBook ... Leer más

$37.99 USD o gratis con Kobo Plus

Learn the techniques and math you need to start making sense of your dataKey Features\[\*\] Enhance your knowledge of coding with data science theory for practical insight into data science and analysis\[\*\] More than just a math class, learn how to perform real-world data science tasks with R and Python\[\*\] Create actionable insights and transform raw data into tangible valueBook
... Leer más
Data Wrangling with SQL

A hands-on guide to manipulating, wrangling, and engineering data using SQL

de Raghav Kandarpa, Shivangi Saxena ...

Become a data wrangling expert and make well-informed decisions by effectively utilizing and analyzing raw unstructured data in a systematic manner Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesImplement query optimization during data wrangling using the SQL language with practical use casesMaster data cleaning, handle the date function and null value, and write ... Leer más

$27.99 USD o gratis con Kobo Plus

Become a data wrangling expert and make well-informed decisions by effectively utilizing and analyzing raw unstructured data in a systematic manner Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesImplement query optimization during data wrangling using the SQL language with practical use casesMaster data cleaning, handle the date function and null value, and write
... Leer más
用Python写网络爬虫（第2版）

Chinese Edition

de Posts & Telecom Press, Katharine Jarmul ...

史上首本Python网络爬虫图书全新升级版上一版年度销量近40000册针对Python 3.x编写提供示例完整源码和实例网站搭建源码Key Features本书是使用Python 3.x的最新特性来爬取网络数据的权威指南。提供示例完整源码和实例网站搭建源码Book Description史上首本Python网络爬虫图书全新升级版，上一版年度销量近40000册。针对Python 3.x版本编写。提供示例完整源码和实例网站搭建源码，确保用户能在本地成功复现爬取网站环境，并保障网站的稳定性与可靠性以及代码运行结果的可再现性。 Internet上包含了许多有用的数据，其中大部分是可以免费公开访问的。但是，这些数据不容易使用，它们内嵌在网站的架构和样式中，在提取时也需要多加小心。网络爬取技术作为一种收集和理解网络上海量信息的方式，正变得越来越有用。本书是使用Python 3 ... Leer más

$28.99 USD o gratis con Kobo Plus

史上首本Python网络爬虫图书全新升级版上一版年度销量近40000册针对Python 3.x编写提供示例完整源码和实例网站搭建源码Key Features本书是使用Python 3.x的最新特性来爬取网络数据的权威指南。提供示例完整源码和实例网站搭建源码Book Description史上首本Python网络爬虫图书全新升级版，上一版年度销量近40000册。针对Python 3.x版本编写。提供示例完整源码和实例网站搭建源码，确保用户能在本地成功复现爬取网站环境，并保障网站的稳定性与可靠性以及代码运行结果的可再现性。 Internet上包含了许多有用的数据，其中大部分是可以免费公开访问的。但是，这些数据不容易使用，它们内嵌在网站的架构和样式中，在提取时也需要多加小心。网络爬取技术作为一种收集和理解网络上海量信息的方式，正变得越来越有用。本书是使用Python 3
... Leer más
Menos Achismo, Mais Dados

Um guia prático de como transformar dados em decisão

de Gustavo Esteves ...

Você já se perguntou como transformar seu marketing digital de uma estratégia de tentativa e erro em uma máquina de crescimento previsível? Bem-vindo ao mundo dos dados. Neste livro, mergulhe no emocionante universo das métricas e dos dados aplicados ao marketing digital. Desvende o mistério por trás daqueles números aparentemente abstratos que os analistas costumam apresentar de forma quase ... Leer más

$7.99 USD

Você já se perguntou como transformar seu marketing digital de uma estratégia de tentativa e erro em uma máquina de crescimento previsível? Bem-vindo ao mundo dos dados. Neste livro, mergulhe no emocionante universo das métricas e dos dados aplicados ao marketing digital. Desvende o mistério por trás daqueles números aparentemente abstratos que os analistas costumam apresentar de forma quase
... Leer más

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