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Mastering Machine Learning with R

Advanced machine learning techniques for building smart applications with R 3.5

by Cory Lesmeister ...

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applicationsKey FeaturesBuild independent machine learning (ML) systems leveraging the best features of R 3.5Understand and apply different machine learning techniques using real-world examplesUse methods such as multi-class classification, ... Read more

$27.99 USD or Free with Kobo Plus

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applicationsKey FeaturesBuild independent machine learning (ML) systems leveraging the best features of R 3.5Understand and apply different machine learning techniques using real-world examplesUse methods such as multi-class classification,
... Read more
L'API JavaScript pour Excel

by Michel Martin ...

L'API JavaScript pour Office permet d’ajouter des fonctionnalités dans un document Office (Excel, Word, PowerPoint, Outlook, OneNote et Visio), et d’y incorporer des objets (graphiques, visuels, Power BI, etc.). Ici, nous nous concentrerons sur les possibilités de cette API dans Microsoft Excel pour les suites Office 365, 2019 et 2016. Le code TypeScript (ou JavaScript) sera exécuté à partir d ... Read more

$10.99 USD

L'API JavaScript pour Office permet d’ajouter des fonctionnalités dans un document Office (Excel, Word, PowerPoint, Outlook, OneNote et Visio), et d’y incorporer des objets (graphiques, visuels, Power BI, etc.). Ici, nous nous concentrerons sur les possibilités de cette API dans Microsoft Excel pour les suites Office 365, 2019 et 2016. Le code TypeScript (ou JavaScript) sera exécuté à partir d
... Read more
R Data Mining

Implement data mining techniques through practical use cases and real-world datasets

by Andrea Cirillo, Enrico Pegoraro ...

Mine valuable insights from your data using popular tools and techniques in RKey FeaturesUnderstand the basics of data mining and why R is a perfect tool for it.Manipulate your data using popular R packages such as ggplot2, dplyr, and so on to gather valuable business insights from it.Apply effective data mining models to perform regression and classification tasks.Book DescriptionR is widely used ... Read more

$37.99 USD or Free with Kobo Plus

Mine valuable insights from your data using popular tools and techniques in RKey FeaturesUnderstand the basics of data mining and why R is a perfect tool for it.Manipulate your data using popular R packages such as ggplot2, dplyr, and so on to gather valuable business insights from it.Apply effective data mining models to perform regression and classification tasks.Book DescriptionR is widely used
... Read more
半步科技，半步人性

AI 與人類協作：半自動化的效率與全面自動化的陷阱

by 林維哲 ...

Series Book 4 - 後AI新人類
本書主題以半自動化思維為核心，探討如何在AI時代平衡科技效率與人類控制，幫助非技術者駕馭自動化浪潮。書中揭示全自動化的系統性風險——黑箱作業、環境僵化與技能退化，並提出半自動化作為解決之道，強調利用低程式碼工具處理重複任務，同時保留人工審核以應對高風險情境。作者以淺顯語言和實戰案例，引導讀者在職場與生活中應用半自動化，實現效率提升與風險控管。章節亮點本書分為五大部分，涵蓋自動化的迷思與現實、工具箱、關鍵領域策略、風險控管及未來準備。首部分析全自動化的陷阱，如2010年閃電崩盤與醫療誤診案例，揭示缺乏人工監督的後果。第二部分介紹非技術者可用的低程式碼工具，如Airtable、Zapier、Asana，教你設定自動化流程並加入安全網。第三部分聚焦財務、客戶、排程等場景，提供具體應用，如電商賣家如何挽救行銷危機。第四部分教你應對自動化失誤，包含失敗案例分析表與危機處理框架。最後 ... Read more

$5.11 USD or Free with Kobo Plus

本書主題以半自動化思維為核心，探討如何在AI時代平衡科技效率與人類控制，幫助非技術者駕馭自動化浪潮。書中揭示全自動化的系統性風險——黑箱作業、環境僵化與技能退化，並提出半自動化作為解決之道，強調利用低程式碼工具處理重複任務，同時保留人工審核以應對高風險情境。作者以淺顯語言和實戰案例，引導讀者在職場與生活中應用半自動化，實現效率提升與風險控管。章節亮點本書分為五大部分，涵蓋自動化的迷思與現實、工具箱、關鍵領域策略、風險控管及未來準備。首部分析全自動化的陷阱，如2010年閃電崩盤與醫療誤診案例，揭示缺乏人工監督的後果。第二部分介紹非技術者可用的低程式碼工具，如Airtable、Zapier、Asana，教你設定自動化流程並加入安全網。第三部分聚焦財務、客戶、排程等場景，提供具體應用，如電商賣家如何挽救行銷危機。第四部分教你應對自動化失誤，包含失敗案例分析表與危機處理框架。最後
... Read more
Bioinformatics and Biomedical Engineering

11th International Conference, IWBBIO 2024, Meloneras, Gran Canaria, Spain, July 15–17, 2024, Proceedings, Part II

Edited by Ignacio Rojas, Francisco Ortuño, Fernando Rojas, Luis Javier Herrera, Olga Valenzuela ...

Series Book 2 - Springer Nature Proceedings Computer Science
This volume constitutes the proceedings of the 11th International Work-Conference on IWBBIO 2023, held in Meloneras, Gran Canaria, Spain, during July 15-17, 2022.The 54 full papers were carefully reviewed and selected from 148 submissions. They were organized in the following topical sections: Healthcare and Diseases, Machine Learning in Bioinformatics, New Advances in Deep Learning in ... Read more

$76.99 USD

This volume constitutes the proceedings of the 11th International Work-Conference on IWBBIO 2023, held in Meloneras, Gran Canaria, Spain, during July 15-17, 2022.The 54 full papers were carefully reviewed and selected from 148 submissions. They were organized in the following topical sections: Healthcare and Diseases, Machine Learning in Bioinformatics, New Advances in Deep Learning in
... Read more
Deep Learning and Computational Physics

by Deep Ray, Orazio Pinti, Assad A. Oberai ...

Series series Intelligent Technologies and Robotics (R0)
The main objective of this book is to introduce a student who is familiar with elementary math concepts to select topics in deep learning. It exploits strong connections between deep learning algorithms and the techniques of computational physics to achieve two important goals. First, it uses concepts from computational physics to develop an understanding of deep learning algorithms. Second, it ... Read more

$89.99 USD

The main objective of this book is to introduce a student who is familiar with elementary math concepts to select topics in deep learning. It exploits strong connections between deep learning algorithms and the techniques of computational physics to achieve two important goals. First, it uses concepts from computational physics to develop an understanding of deep learning algorithms. Second, it
... Read more
Hands-On MySQL Administration

Managing MySQL on Premises and in the Cloud

by Arunjith Aravindan, Jeyaram Ayyalusamy ...

Geared to intermediate- to advanced-level DBAs and IT professionals looking to enhance their MySQL skills, this guide provides a comprehensive overview on how to manage and optimize MySQL databases. You'll learn how to create databases and implement backup and recovery, security configurations, high availability, scaling techniques, and performance tuning.Using practical techniques, tips, and real ... Read more

$48.99 USD

Geared to intermediate- to advanced-level DBAs and IT professionals looking to enhance their MySQL skills, this guide provides a comprehensive overview on how to manage and optimize MySQL databases. You'll learn how to create databases and implement backup and recovery, security configurations, high availability, scaling techniques, and performance tuning.Using practical techniques, tips, and real
... Read more
The Data Scientist's Mind

Creativity Curiosity and Critical Thinking

by 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 ... Read more

$9.99 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
... Read more
Data Science in the Medical Field

by Seifedine Kadry, Shubham Mahajan ...

Data science has the potential to influence and improve fundamental services such as the healthcare sector. This book recognizes this fact by analyzing the potential uses of data science in healthcare. Every human body produces 2 TB of data each day. This information covers brain activity, stress level, heart rate, blood sugar level, and many other things. More sophisticated technology, such as ... Read more

$152.99 USD

Data science has the potential to influence and improve fundamental services such as the healthcare sector. This book recognizes this fact by analyzing the potential uses of data science in healthcare. Every human body produces 2 TB of data each day. This information covers brain activity, stress level, heart rate, blood sugar level, and many other things. More sophisticated technology, such as
... Read more
Causal inference in the Wild

Unlocking Cause and Effect in Observational Data Studies

by Austine Austine Unuriode ...

Navigate the complexities of real-world data with "Causal Inference in the Wild," a guide designed for anyone who must move beyond correlation to uncover true cause and effect. In an age of abundant data but elusive truth, this book provides the essential framework and tools for data scientists, policymakers, business leaders, and analysts to make decisions that are both effective and responsible. ... Read more

$9.99 USD

Navigate the complexities of real-world data with "Causal Inference in the Wild," a guide designed for anyone who must move beyond correlation to uncover true cause and effect. In an age of abundant data but elusive truth, this book provides the essential framework and tools for data scientists, policymakers, business leaders, and analysts to make decisions that are both effective and responsible.
... Read more
Big Data and Data Science Engineering

Volume 8

Edited by Roger Lee ...

Series series Intelligent Technologies and Robotics (R0)
This book reports state-of-the-art results in big data and data science engineering in both printed and electronic forms. Studies in computation intelligence (SCI) has grown into the most comprehensive computational intelligence research forum available in the world.This book publishes original papers on both theory and practice that address foundations, state-of-the-art problems and solutions, ... Read more

$197.99 USD

This book reports state-of-the-art results in big data and data science engineering in both printed and electronic forms. Studies in computation intelligence (SCI) has grown into the most comprehensive computational intelligence research forum available in the world.This book publishes original papers on both theory and practice that address foundations, state-of-the-art problems and solutions,
... Read more
Hands-On Deep Learning for Images with TensorFlow

Build intelligent computer vision applications using TensorFlow and Keras

by Will Ballard ...

Explore TensorFlow\\'s capabilities to perform efficient deep learning on imagesKey FeaturesDiscover image processing for machine visionBuild an effective image classification system using the power of CNNsLeverage TensorFlow’s capabilities to perform efficient deep learningBook DescriptionTensorFlow is Google’s popular offering for machine learning and deep learning, quickly becoming a favorite ... Read more

$21.99 USD or Free with Kobo Plus

Explore TensorFlow\\'s capabilities to perform efficient deep learning on imagesKey FeaturesDiscover image processing for machine visionBuild an effective image classification system using the power of CNNsLeverage TensorFlow’s capabilities to perform efficient deep learningBook DescriptionTensorFlow is Google’s popular offering for machine learning and deep learning, quickly becoming a favorite
... Read more
Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024)

Edited by José Bravo, Chris Nugent, Ian Cleland ...

Series series Springer Nature Proceedings excluding Computer Science
This book serves as a comprehensive compilation of groundbreaking research endeavors within the realms of ambient intelligence and ubiquitous computing. These initiatives are pivotal in enabling both researchers and practitioners to discern recent breakthroughs and emerging frontiers in these fields. Encompassing a wide array of domains, including Ambient Active and Assisted Living (A3L), the ... Read more

$224.99 USD

This book serves as a comprehensive compilation of groundbreaking research endeavors within the realms of ambient intelligence and ubiquitous computing. These initiatives are pivotal in enabling both researchers and practitioners to discern recent breakthroughs and emerging frontiers in these fields. Encompassing a wide array of domains, including Ambient Active and Assisted Living (A3L), the
... Read more
Data Science and Intelligent Applications

Proceedings of ICDSIA 2020

Edited by Ketan Kotecha, Vincenzo Piuri, Hetalkumar N. Shah, Rajan Patel ...

Series series Springer Nature Proceedings excluding Computer Science
This book includes selected papers from the International Conference on Data Science and Intelligent Applications (ICDSIA 2020), hosted by Gandhinagar Institute of Technology (GIT), Gujarat, India, on January 24–25, 2020. The proceedings present original and high-quality contributions on theory and practice concerning emerging technologies in the areas of data science and intelligent applications. ... Read more

$188.99 USD

This book includes selected papers from the International Conference on Data Science and Intelligent Applications (ICDSIA 2020), hosted by Gandhinagar Institute of Technology (GIT), Gujarat, India, on January 24–25, 2020. The proceedings present original and high-quality contributions on theory and practice concerning emerging technologies in the areas of data science and intelligent applications.
... Read more
Microsoft Word 2019 The Shortcut way

Microsoft Word reference guide

by Ahmed Salah ...

يقدم هذا الكتاب طريق مختصر لتعلم استخدام برنامج مايكروسوفت وورد ٢٠١٩الشرح موضح بالامثلة و بالأشكال الرسومية و الصور الواقعيةتنسيق النصوصالعمل مع الصور والجداولإعداد الطباعةتصدير الملف ... Read more

$9.99 USD

يقدم هذا الكتاب طريق مختصر لتعلم استخدام برنامج مايكروسوفت وورد ٢٠١٩الشرح موضح بالامثلة و بالأشكال الرسومية و الصور الواقعيةتنسيق النصوصالعمل مع الصور والجداولإعداد الطباعةتصدير الملف
... Read more
Google JAX Essentials

by Mei Wong ...

"Google JAX Essentials" is a comprehensive guide designed for machine learning and deep learning professionals aiming to leverage the power and capabilities of Google's JAX library in their projects. Over the course of eight chapters, this book takes the reader from understanding the challenges of deep learning and numerical computations in the existing frameworks to the essentials of Google JAX, ... Read more

$29.99 USD or Free with Kobo Plus

"Google JAX Essentials" is a comprehensive guide designed for machine learning and deep learning professionals aiming to leverage the power and capabilities of Google's JAX library in their projects. Over the course of eight chapters, this book takes the reader from understanding the challenges of deep learning and numerical computations in the existing frameworks to the essentials of Google JAX,
... Read more
Evaluation of Text Summaries Based on Linear Optimization of Content Metrics

by Jonathan Rojas-Simon, Yulia Ledeneva, Rene Arnulfo Garcia-Hernandez ...

Series series Intelligent Technologies and Robotics (R0)
This book provides a comprehensive discussion and new insights about linear optimization of content metrics to improve the automatic Evaluation of Text Summaries (ETS). The reader is first introduced to the background and fundamentals of the ETS. Afterward, state-of-the-art evaluation methods that require or do not require human references are described. Based on how linear optimization has ... Read more

$143.99 USD

This book provides a comprehensive discussion and new insights about linear optimization of content metrics to improve the automatic Evaluation of Text Summaries (ETS). The reader is first introduced to the background and fundamentals of the ETS. Afterward, state-of-the-art evaluation methods that require or do not require human references are described. Based on how linear optimization has
... Read more
Structural and Technological Transformation of Education in the Post-Pandemic Period

Problems and Prospects

Edited by Alexei L. Semenov, Vadim V. Grinshkun, Svetlana N. Dvoryatkina, Vladimir A. Faerman ...

Series Book 1282 - Lecture Notes in Networks and Systems
Covering both pre-university and university levels, this book addresses the challenges and adaptations in mathematics education during the pandemic. The book "Structural and Technological Transformation of Education in the Post-Pandemic Period" critically examines the changes in STEM education, particularly in mathematics and computer science, prompted by the COVID-19 pandemic. It presents ... Read more

$170.99 USD

Covering both pre-university and university levels, this book addresses the challenges and adaptations in mathematics education during the pandemic. The book "Structural and Technological Transformation of Education in the Post-Pandemic Period" critically examines the changes in STEM education, particularly in mathematics and computer science, prompted by the COVID-19 pandemic. It presents
... Read more
Oracle PL/SQL for DBAs

Security, Scheduling, Performance & More

by Arup Nanda, Steven Feuerstein ...

PL/SQL, Oracle's powerful procedural language, has been the cornerstone of Oracle application development for nearly 15 years. Although primarily a tool for developers, PL/SQL has also become an essential tool for database administration, as DBAs take increasing responsibility for site performance and as the lines between developers and DBAs blur.Until now, there has not been a book focused ... Read more

$25.99 USD

PL/SQL, Oracle's powerful procedural language, has been the cornerstone of Oracle application development for nearly 15 years. Although primarily a tool for developers, PL/SQL has also become an essential tool for database administration, as DBAs take increasing responsibility for site performance and as the lines between developers and DBAs blur.Until now, there has not been a book focused
... Read more
OBJECT-ORIENTED PROGRAMMING APPROACH TO LEARNING JDBC AND MYSQL USING APACHE NETBEANS IDE

by Vivian Siahaan ...

The Northwind database is a sample database, consisting 11 tables, that was originally created by Microsoft and used as the basis for their tutorials in a variety of database products for decades. The Northwind database contains the sales data for a fictitious company called “Northwind Traders,” which imports and exports specialty foods from around the world. The Northwind database is an excellent ... Read more

$11.99 USD

The Northwind database is a sample database, consisting 11 tables, that was originally created by Microsoft and used as the basis for their tutorials in a variety of database products for decades. The Northwind database contains the sales data for a fictitious company called “Northwind Traders,” which imports and exports specialty foods from around the world. The Northwind database is an excellent
... Read more
Python Data Science Essentials

A practitioner's guide covering essential data science principles, tools, and techniques

by Alberto Boschetti, Luca Massaron, Pietro Marinelli, Matteo Malosetti ...

Gain useful insights from your data using popular data science toolsKey FeaturesA one-stop guide to Python libraries such as pandas and NumPyComprehensive coverage of data science operations such as data cleaning and data manipulationChoose scalable learning algorithms for your data science tasksBook DescriptionFully expanded and upgraded, the latest edition of Python Data Science Essentials will ... Read more

$37.99 USD or Free with Kobo Plus

Gain useful insights from your data using popular data science toolsKey FeaturesA one-stop guide to Python libraries such as pandas and NumPyComprehensive coverage of data science operations such as data cleaning and data manipulationChoose scalable learning algorithms for your data science tasksBook DescriptionFully expanded and upgraded, the latest edition of Python Data Science Essentials will
... Read more
Practical Automated Machine Learning on Azure

Using Azure Machine Learning to Quickly Build AI Solutions

by Deepak Mukunthu, Parashar Shah, Wee Hyong Tok ...

Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you’ll learn how to apply automated machine learning (AutoML), a process that uses machine learning to help people build machine learning models. Deepak Mukunthu, Parashar Shah, and Wee Hyong Tok provide a mix of technical depth, hands-on examples, and case studies that show how ... Read more

$36.99 USD

Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you’ll learn how to apply automated machine learning (AutoML), a process that uses machine learning to help people build machine learning models. Deepak Mukunthu, Parashar Shah, and Wee Hyong Tok provide a mix of technical depth, hands-on examples, and case studies that show how
... Read more
Spidering Hacks

100 Industrial-Strength Tips & Tools

by Morbus Iff, Tara Calishain ...

The Internet, with its profusion of information, has made us hungry for ever more, ever better data. Out of necessity, many of us have become pretty adept with search engine queries, but there are times when even the most powerful search engines aren't enough. If you've ever wanted your data in a different form than it's presented, or wanted to collect data from several sites and see it side-by ... Read more

$17.99 USD

The Internet, with its profusion of information, has made us hungry for ever more, ever better data. Out of necessity, many of us have become pretty adept with search engine queries, but there are times when even the most powerful search engines aren't enough. If you've ever wanted your data in a different form than it's presented, or wanted to collect data from several sites and see it side-by
... Read more
Java Data Science Cookbook

Explore the power of MLlib, DL4j, Weka, and more

by Rushdi Shams ...

Recipes to help you overcome your data science hurdles using JavaKey Features\[\*\] This book provides modern recipes in small steps to help an apprentice cook become a master chef in data science\[\*\] Use these recipes to obtain, clean, analyze, and learn from your data\[\*\] Learn how to get your data science applications to production and enterprise environments effortlesslyBook DescriptionIf ... Read more

$41.99 USD or Free with Kobo Plus

Recipes to help you overcome your data science hurdles using JavaKey Features\[\*\] This book provides modern recipes in small steps to help an apprentice cook become a master chef in data science\[\*\] Use these recipes to obtain, clean, analyze, and learn from your data\[\*\] Learn how to get your data science applications to production and enterprise environments effortlesslyBook DescriptionIf
... Read more

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