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scikit-learn机器学习（第2版）

Chinese Edition

de 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 ... Leer más

$32.39 USD o gratis con 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
... Leer más
The Ultimate Guide to Snowpark

Design and deploy Snowflake Snowpark with Python for efficient data workloads

de Shankar Narayanan SGS, Vivekanandan SS ...

Develop robust data pipelines, deploy mature machine learning models, and build secure data apps with Snowflake Snowpark using PythonKey FeaturesGet to grips with Snowflake Snowpark’s basic and advanced featuresImplement workloads in domains like data engineering, data science, and data applications using Snowpark with PythonDeploy Snowpark in production with practical examples and best ... Leer más

$27.53 USD o gratis con Kobo Plus

Develop robust data pipelines, deploy mature machine learning models, and build secure data apps with Snowflake Snowpark using PythonKey FeaturesGet to grips with Snowflake Snowpark’s basic and advanced featuresImplement workloads in domains like data engineering, data science, and data applications using Snowpark with PythonDeploy Snowpark in production with practical examples and best
... Leer más
XSL-FO Praxis

Eine Kurzeinführung

de Manfred Krüger, Ursula Welsch ...

Ob zur Formatierung von Online-Inhalten zur Laufzeit oder zur professionellen Layoutgestaltung von Printwerken - XSL-FO wird immer häufiger als Formatiersystem online und offline eingesetzt. Manfred Krüger und Ursula Welsch zeigen, wie aus digitalen Texten ansprechende Printlayouts und interaktiv nutzbare PDF-E-Books werden. Das Buch richtet sich an Entwickler, die XML-strukturierte Dokumente ... Leer más

$10.99 USD o gratis con Kobo Plus

Ob zur Formatierung von Online-Inhalten zur Laufzeit oder zur professionellen Layoutgestaltung von Printwerken - XSL-FO wird immer häufiger als Formatiersystem online und offline eingesetzt. Manfred Krüger und Ursula Welsch zeigen, wie aus digitalen Texten ansprechende Printlayouts und interaktiv nutzbare PDF-E-Books werden. Das Buch richtet sich an Entwickler, die XML-strukturierte Dokumente
... Leer más
The Datafication of Education

Edición de Juliane Jarke, Andreas Breiter ...

This book attends to the transformation of processes and practices in education, relating to its increasing digitisation and datafication. The introduction of new means to measure, capture, describe and represent social life in numbers has not only transformed the ways in which teaching and learning are organised, but also the ways in which future generations (will) construct reality with and ... Leer más

$47.69 USD

This book attends to the transformation of processes and practices in education, relating to its increasing digitisation and datafication. The introduction of new means to measure, capture, describe and represent social life in numbers has not only transformed the ways in which teaching and learning are organised, but also the ways in which future generations (will) construct reality with and
... Leer más
Beautiful Visualization

Looking at Data through the Eyes of Experts

de Julie Steele, Noah Iliinsky ...

Visualization is the graphic presentation of data -- portrayals meant to reveal complex information at a glance. Think of the familiar map of the New York City subway system, or a diagram of the human brain. Successful visualizations are beautiful not only for their aesthetic design, but also for elegant layers of detail that efficiently generate insight and new understanding.This book examines ... Leer más

$31.13 USD

Visualization is the graphic presentation of data -- portrayals meant to reveal complex information at a glance. Think of the familiar map of the New York City subway system, or a diagram of the human brain. Successful visualizations are beautiful not only for their aesthetic design, but also for elegant layers of detail that efficiently generate insight and new understanding.This book examines
... Leer más
The Data Scientist's Mind

Creativity Curiosity and Critical Thinking

de Lateef Okunade ...

In an era defined by data, the field of data science has emerged as a cornerstone of progress, empowering organizations to make informed decisions, optimize processes, and predict future trends. But beyond the numbers, algorithms, and vast datasets lies the true power of data science: the human mind. In Beyond the Numbers, explore how curiosity, creativity, and critical thinking are the often ... Leer más

$8.99 USD

In an era defined by data, the field of data science has emerged as a cornerstone of progress, empowering organizations to make informed decisions, optimize processes, and predict future trends. But beyond the numbers, algorithms, and vast datasets lies the true power of data science: the human mind. In Beyond the Numbers, explore how curiosity, creativity, and critical thinking are the often
... Leer más
Big Data Analytics with R and Hadoop

de Vignesh Prajapati ...

Big Data Analytics with R and Hadoop is a tutorial style book that focuses on all the powerful big data tasks that can be achieved by integrating R and Hadoop.This book is ideal for R developers who are looking for a way to perform big data analytics with Hadoop. This book is also aimed at those who know Hadoop and want to build some intelligent applications over Big data with R packages. It would ... Leer más

$25.64 USD o gratis con Kobo Plus

Big Data Analytics with R and Hadoop is a tutorial style book that focuses on all the powerful big data tasks that can be achieved by integrating R and Hadoop.This book is ideal for R developers who are looking for a way to perform big data analytics with Hadoop. This book is also aimed at those who know Hadoop and want to build some intelligent applications over Big data with R packages. It would
... Leer más
Oracle Data Dictionary Pocket Reference

Views, Columns & Tips

de David C. Kreines ...

If you work with Oracle, then you don't need to be told that the data dictionary is large and complex, and grows larger with each new Oracle release. It's one of the basic elements of the Oracle database you interact with regularly, but the sheer number of tables and views makes it difficult to remember which view you need, much less the name of the specific column. Want to make it simpler? The ... Leer más

$6.47 USD

If you work with Oracle, then you don't need to be told that the data dictionary is large and complex, and grows larger with each new Oracle release. It's one of the basic elements of the Oracle database you interact with regularly, but the sheer number of tables and views makes it difficult to remember which view you need, much less the name of the specific column. Want to make it simpler? The
... Leer más
Access Data Analysis Cookbook

Slicing and Dicing to Find the Results You Need

de Ken Bluttman, Wayne S. Freeze ...

If you have large quantities of data in a Microsoft Access database, and need to study that data in depth, this book is a data cruncher's dream. Access Data Analysis Cookbook offers practical recipes to solve a variety of common problems that users have with extracting Access data and performing calculations on it. Each recipe includes a discussion on how and why the solution works.Whether you use ... Leer más

$25.91 USD

If you have large quantities of data in a Microsoft Access database, and need to study that data in depth, this book is a data cruncher's dream. Access Data Analysis Cookbook offers practical recipes to solve a variety of common problems that users have with extracting Access data and performing calculations on it. Each recipe includes a discussion on how and why the solution works.Whether you use
... Leer más
Oracle PL/SQL Programming: A Developer's Workbook

Oracle Development Languages

de Steven Feuerstein, Andrew Odewahn ...

However excellent they are, most computer books are inherently passive--readers simply take in text without having any opportunity to react to it. The Oracle PL/SQL Developer's Workbook is a different kind of animal! It's designed to engage you actively, to get you solving programming problems immediately, and to help you apply what you've learned about PL/SQL--and in the process deepen your ... Leer más

$28.52 USD

However excellent they are, most computer books are inherently passive--readers simply take in text without having any opportunity to react to it. The Oracle PL/SQL Developer's Workbook is a different kind of animal! It's designed to engage you actively, to get you solving programming problems immediately, and to help you apply what you've learned about PL/SQL--and in the process deepen your
... Leer más
The AI advantage

de T VIJAYAN BABU ...

The AI Advantage: Harnessing Artificial Intelligence for a Smarter FutureArtificial Intelligence is no longer a futuristic concept—it is here, transforming the way we work, create, and live. The AI Advantage is your ultimate guide to understanding and leveraging AI to enhance productivity, creativity, and decision-making in both personal and professional life.In this comprehensive and accessible ... Leer más

$4.50 USD o gratis con Kobo Plus

The AI Advantage: Harnessing Artificial Intelligence for a Smarter FutureArtificial Intelligence is no longer a futuristic concept—it is here, transforming the way we work, create, and live. The AI Advantage is your ultimate guide to understanding and leveraging AI to enhance productivity, creativity, and decision-making in both personal and professional life.In this comprehensive and accessible
... Leer más
The New Relational Database Dictionary

Terms, Concepts, and Examples

de C.J. Date ...

No matter what DBMS you are using—Oracle, DB2, SQL Server, MySQL, PostgreSQL—misunderstandings can always arise over the precise meanings of terms, misunderstandings that can have a serious effect on the success of your database projects. For example, here are some common database terms: attribute, BCNF, consistency, denormalization, predicate, repeating group, join dependency. Do you know what ... Leer más

$17.54 USD

No matter what DBMS you are using—Oracle, DB2, SQL Server, MySQL, PostgreSQL—misunderstandings can always arise over the precise meanings of terms, misunderstandings that can have a serious effect on the success of your database projects. For example, here are some common database terms: attribute, BCNF, consistency, denormalization, predicate, repeating group, join dependency. Do you know what
... Leer más
Data Science For Social Good

de Sylvanus Ogbeide ...

In a world increasingly shaped by data, Data Science for Social Good offers a powerful reimagining of what technology can and should do for humanity. At a time when algorithms influence nearly every aspect of our lives, this book asks the critical question: Who benefits, and who gets left behind?Rather than showcasing flashy tools or complex models, this book centers on values empathy, equity, and ... Leer más

$8.99 USD

In a world increasingly shaped by data, Data Science for Social Good offers a powerful reimagining of what technology can and should do for humanity. At a time when algorithms influence nearly every aspect of our lives, this book asks the critical question: Who benefits, and who gets left behind?Rather than showcasing flashy tools or complex models, this book centers on values empathy, equity, and
... Leer más
Practical AI on the Google Cloud Platform

de Micheal Lanham ...

Working with AI is complicated and expensive for many developers. That's why cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. With this book, you'll learn how to use Google's AI-powered cloud services to do everything from creating a chatbot to analyzing text, images, and video.Author Micheal Lanham ... Leer más

$44.09 USD

Working with AI is complicated and expensive for many developers. That's why cloud providers have stepped in to make it easier, offering free (or affordable) state-of-the-art models and training tools to get you started. With this book, you'll learn how to use Google's AI-powered cloud services to do everything from creating a chatbot to analyzing text, images, and video.Author Micheal Lanham
... Leer más
Integrated Science in Digital Age 2020

Edición de Tatiana Antipova ...

Series series Intelligent Technologies and Robotics (R0)
This book presents the proceedings of the 2020 International Conference on Integrated Science in Digital Age, which was jointly supported by the Institute of Certified Specialists (Russia) and Springer, and was held on May 1–3, 2020.The conference provided an international forum for researchers and practitioners to present and discuss the latest innovations, trends, results, experiences and ... Leer más

$128.78 USD

This book presents the proceedings of the 2020 International Conference on Integrated Science in Digital Age, which was jointly supported by the Institute of Certified Specialists (Russia) and Springer, and was held on May 1–3, 2020.The conference provided an international forum for researchers and practitioners to present and discuss the latest innovations, trends, results, experiences and
... Leer más
Comparative Efficiency in Data Envelopment Analysis Based on Ratio Analysis

de Farhad Hosseinzadeh Lotfi, Tofigh Allahviranloo, Witold Pedrycz, Mohammad Reza Mozaffari, Javad Gerami ...

Series series Intelligent Technologies and Robotics (R0)
The combination of DEA and ratio analysis is introduced as a suitable field for evaluating the performance of DMUs. In this regard, DEA-R is also proposed as a hybrid technique for calculating efficiency, ranking DMUs, and finding efficient faces. Therefore, the relationship between DEA and DEA-R provides a suitable field for researchers in the field of evaluating the performance of DMUs. The ... Leer más

$128.78 USD

The combination of DEA and ratio analysis is introduced as a suitable field for evaluating the performance of DMUs. In this regard, DEA-R is also proposed as a hybrid technique for calculating efficiency, ranking DMUs, and finding efficient faces. Therefore, the relationship between DEA and DEA-R provides a suitable field for researchers in the field of evaluating the performance of DMUs. The
... Leer más
Intelligent and Fuzzy Techniques: Smart and Innovative Solutions

Proceedings of the INFUS 2020 Conference, Istanbul, Turkey, July 21-23, 2020

Edición de Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, Selcuk Cebi, A. Cagri Tolga ...

Series series Intelligent Technologies and Robotics (R0)
This book gathers the most recent developments in fuzzy & intelligence systems and real complex systems presented at INFUS 2020, held in Istanbul on July 21–23, 2020. The INFUS conferences are a well-established international research forum to advance the foundations and applications of intelligent and fuzzy systems, computational intelligence, and soft computing, highlighting studies on fuzzy & ... Leer más

Antes $242.09 USD Ahora $169.28 USD

This book gathers the most recent developments in fuzzy & intelligence systems and real complex systems presented at INFUS 2020, held in Istanbul on July 21–23, 2020. The INFUS conferences are a well-established international research forum to advance the foundations and applications of intelligent and fuzzy systems, computational intelligence, and soft computing, highlighting studies on fuzzy &
... Leer más
Advances in Learning Automata and Intelligent Optimization

Edición de Javidan Kazemi Kordestani, Mehdi Razapoor Mirsaleh, Alireza Rezvanian, Mohammad Reza Meybodi ...

Series series Intelligent Technologies and Robotics (R0)
This book is devoted to the leading research in applying learning automaton (LA) and heuristics for solving benchmark and real-world optimization problems. The ever-increasing application of the LA as a promising reinforcement learning technique in artificial intelligence makes it necessary to provide scholars, scientists, and engineers with a practical discussion on LA solutions for optimization. ... Leer más

$153.08 USD

This book is devoted to the leading research in applying learning automaton (LA) and heuristics for solving benchmark and real-world optimization problems. The ever-increasing application of the LA as a promising reinforcement learning technique in artificial intelligence makes it necessary to provide scholars, scientists, and engineers with a practical discussion on LA solutions for optimization.
... Leer más
Ultimate Rocky Linux 9 for Network Administration

Master Rocky Linux Server Administration, Virtualization, Automation, and Cloud Deployment with Docker, Ansible, KVM, and AWS (English Edition)

de Cesar Alonso Morera Alpizar ...

Build, Automate and Scale Enterprise Systems with Rocky Linux, Docker and Ansible.Key Features● A comprehensive guide to Rocky Linux 9.5 server administration.● Hands-on deployment of AWS cloud with real-world scenarios.● Deep dive into virtualization, containers, and automation.● Secure and optimize enterprise systems, using industry best practices.Book DescriptionRocky Linux has... ... Leer más

$24.95 USD o gratis con Kobo Plus

Build, Automate and Scale Enterprise Systems with Rocky Linux, Docker and Ansible.Key Features● A comprehensive guide to Rocky Linux 9.5 server administration.● Hands-on deployment of AWS cloud with real-world scenarios.● Deep dive into virtualization, containers, and automation.● Secure and optimize enterprise systems, using industry best practices.Book DescriptionRocky Linux has...
... Leer más
Computer Aided Writing

de André Klahold, Madjid Fathi ...

Series series Intelligent Technologies and Robotics (R0)
This book deals with "Computer Aided Writing", CAW for short. The contents of that is a sector of Knowledge based technics and Knowledge Management. The role of Knowledge Management in social media, education and Industry 4.0 is out of question. More important is the expectation of combining Knowledge Management and Cognitive Technology, which needs more and more new innovations in this field to ... Leer más

$128.78 USD

This book deals with "Computer Aided Writing", CAW for short. The contents of that is a sector of Knowledge based technics and Knowledge Management. The role of Knowledge Management in social media, education and Industry 4.0 is out of question. More important is the expectation of combining Knowledge Management and Cognitive Technology, which needs more and more new innovations in this field to
... Leer más
Recent Advances in Information and Communication Technology 2021

Proceedings of the 17th International Conference on Computing and Information Technology (IC2IT 2021)

Edición de Phayung Meesad, Dr. Sunantha Sodsee, Watchareewan Jitsakul, Sakchai Tangwannawit ...

Series series Intelligent Technologies and Robotics (R0)
This book contains the proceedings of the 17th International Conference on Computing and Information Technology (IC2IT2021) that was held during May 13–14, 2021, in Bangkok, Thailand. The research contributions include machine learning, natural language processing, image processing, intelligent systems and algorithms, as well as network and cloud computing. These lead to the major research ... Leer más

$128.78 USD

This book contains the proceedings of the 17th International Conference on Computing and Information Technology (IC2IT2021) that was held during May 13–14, 2021, in Bangkok, Thailand. The research contributions include machine learning, natural language processing, image processing, intelligent systems and algorithms, as well as network and cloud computing. These lead to the major research
... Leer más
International Conference on Information Systems and Intelligent Applications

ICISIA 2022

Edición de Mostafa Al-Emran, Mohammed A. Al-Sharafi, Khaled Shaalan ...

Series series Springer Nature Proceedings excluding Computer Science
This book sheds light on the fundamental and innovative topics in information systems and their societal impact on individuals and organizations. It mainly focuses on the role of artificial intelligence in organizations, human-computer interaction, IS in education and industry, and IS security, privacy, and trust. The outcomes are expected to assist the decision-makers in formulating the required ... Leer más

$193.58 USD

This book sheds light on the fundamental and innovative topics in information systems and their societal impact on individuals and organizations. It mainly focuses on the role of artificial intelligence in organizations, human-computer interaction, IS in education and industry, and IS security, privacy, and trust. The outcomes are expected to assist the decision-makers in formulating the required
... Leer más
Information Technology and Systems

ICITS 2023, Volume 1

Edición de Álvaro Rocha, Carlos Ferrás, Waldo Ibarra ...

Series series Springer Nature Proceedings excluding Computer Science
This book is composed by the papers written in English and accepted for presentation and discussion at The 2023 International Conference on Information Technology & Systems (ICITS'23), held at Universidad Nacional de San Antonio Abad del Cusco, in Cusco, Peru, between the 24th and the 26th of April 2023.ICIST is a global forum for researchers and practitioners to present and discuss recent ... Leer más

$193.58 USD

This book is composed by the papers written in English and accepted for presentation and discussion at The 2023 International Conference on Information Technology & Systems (ICITS'23), held at Universidad Nacional de San Antonio Abad del Cusco, in Cusco, Peru, between the 24th and the 26th of April 2023.ICIST is a global forum for researchers and practitioners to present and discuss recent
... Leer más
Data Engineering for Smart Systems

Proceedings of SSIC 2021

Edición de Priyadarsi Nanda, Vivek Kumar Verma, Sumit Srivastava, Rohit Kumar Gupta, Arka Prokash Mazumdar ...

Series series Springer Nature Proceedings excluding Computer Science
This book features original papers from the 3rd International Conference on Smart IoT Systems: Innovations and Computing (SSIC 2021), organized by Manipal University, Jaipur, India, during January 22–23, 2021. It discusses scientific works related to data engineering in the context of computational collective intelligence consisted of interaction between smart devices for smart environments and ... Leer más

$217.88 USD

This book features original papers from the 3rd International Conference on Smart IoT Systems: Innovations and Computing (SSIC 2021), organized by Manipal University, Jaipur, India, during January 22–23, 2021. It discusses scientific works related to data engineering in the context of computational collective intelligence consisted of interaction between smart devices for smart environments and
... Leer más

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