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R Machine Learning Projects

Implement supervised, unsupervised, and reinforcement learning techniques using R 3.5

de Dr. Sunil Kumar Chinnamgari ...

Master a range of machine learning domains with real-world projects using TensorFlow for R, H2O, MXNet, and moreKey FeaturesMaster machine learning, deep learning, and predictive modeling concepts in R 3.5Build intelligent end-to-end projects for finance, retail, social media, and a variety of domainsImplement smart cognitive models with helpful tips and best practicesBook DescriptionR is one of ... Leer más

$27.99 USD o gratis con Kobo Plus

Master a range of machine learning domains with real-world projects using TensorFlow for R, H2O, MXNet, and moreKey FeaturesMaster machine learning, deep learning, and predictive modeling concepts in R 3.5Build intelligent end-to-end projects for finance, retail, social media, and a variety of domainsImplement smart cognitive models with helpful tips and best practicesBook DescriptionR is one of
... Leer más
Programming Smalltalk – Object-Orientation from the Beginning

An introduction to the principles of programming

de Johannes Brauer ...

Series series Computer Science (R0)
A straightforward, step-by-step introduction to clear and elegant object-oriented programming. Using a language that's perfect for this kind of programming, the book has been tested in numerous courses and workshops over ten years.Programming Smalltalk is particularly suited for readers with no prior programming knowledge. Starting from the first principles of programming, it teaches you how to ... Leer más

$53.99 USD

A straightforward, step-by-step introduction to clear and elegant object-oriented programming. Using a language that's perfect for this kind of programming, the book has been tested in numerous courses and workshops over ten years.Programming Smalltalk is particularly suited for readers with no prior programming knowledge. Starting from the first principles of programming, it teaches you how to
... Leer más
Brain-Computer Interfaces

Current Trends and Applications

Edición de Aboul Ella Hassanien, Ahmad Taher Azar ...

Series series Engineering (R0)
The success of a BCI system depends as much on the system itself as on the user’s ability to produce distinctive EEG activity. BCI systems can be divided into two groups according to the placement of the electrodes used to detect and measure neurons firing in the brain. These groups are: invasive systems, electrodes are inserted directly into the cortex are used for single cell or multi unit ... Leer más

$89.99 USD

The success of a BCI system depends as much on the system itself as on the user’s ability to produce distinctive EEG activity. BCI systems can be divided into two groups according to the placement of the electrodes used to detect and measure neurons firing in the brain. These groups are: invasive systems, electrodes are inserted directly into the cortex are used for single cell or multi unit
... Leer más
Human Interface and the Management of Information. Information and Knowledge Design

17th International Conference, HCI International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings, Part I

Edición de Sakae Yamamoto ...

Series Libro 1 - Springer Nature Proceedings Computer Science
The two-volume set LNCS 9172 and 9173 constitutes the refereed proceedings of the Human Interface and the Management of Information thematic track, held as part of the 17th International Conference on Human-Computer Interaction, HCII 2015, held in Los Angeles, CA, USA, in August 2015, jointly with 15 other thematically similar conferences. The total of 1462 papers and 246 posters presented at the ... Leer más

$49.99 USD

The two-volume set LNCS 9172 and 9173 constitutes the refereed proceedings of the Human Interface and the Management of Information thematic track, held as part of the 17th International Conference on Human-Computer Interaction, HCII 2015, held in Los Angeles, CA, USA, in August 2015, jointly with 15 other thematically similar conferences. The total of 1462 papers and 246 posters presented at the
... Leer más
AIxIA 2020 – Advances in Artificial Intelligence

XIXth International Conference of the Italian Association for Artificial Intelligence, Virtual Event, November 25–27, 2020, Revised Selected Papers

Edición de Matteo Baldoni, Stefania Bandini ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed post proceedings of the XIXth International Conference of the Italian Association for Artificial Intelligence, AIxIA 2020, held in Milano, Italy, in November 2020.Due to the COVID-19 pandemic, the conference was "rebooted"/ re-organized w.r.t. the original format.The 27 full papers were carefully reviewed and selected from 89 submissions. The society aims at ... Leer más

$80.99 USD

This book constitutes the refereed post proceedings of the XIXth International Conference of the Italian Association for Artificial Intelligence, AIxIA 2020, held in Milano, Italy, in November 2020.Due to the COVID-19 pandemic, the conference was "rebooted"/ re-organized w.r.t. the original format.The 27 full papers were carefully reviewed and selected from 89 submissions. The society aims at
... Leer más
Bankruptcy Prediction through Soft Computing based Deep Learning Technique

de Soumya K Ghosh, Arindam Chaudhuri ...

Series series Computer Science (R0)
This book proposes complex hierarchical deep architectures (HDA) for predicting bankruptcy, a topical issue for business and corporate institutions that in the past has been tackled using statistical, market-based and machine-intelligence prediction models. The HDA are formed through fuzzy rough tensor deep staking networks (FRTDSN) with structured, hierarchical rough Bayesian (HRB) models. FRTDSN ... Leer más

$49.99 USD

This book proposes complex hierarchical deep architectures (HDA) for predicting bankruptcy, a topical issue for business and corporate institutions that in the past has been tackled using statistical, market-based and machine-intelligence prediction models. The HDA are formed through fuzzy rough tensor deep staking networks (FRTDSN) with structured, hierarchical rough Bayesian (HRB) models. FRTDSN
... Leer más
Deep Learning with Hadoop

Distributed Deep Learning with Large-Scale Data

de Dipayan Dev ...

Build, implement and scale distributed deep learning models for large-scale datasets Key FeaturesGet to grips with the deep learning concepts and set up Hadoop to put them to useImplement and parallelize deep learning models on Hadoop’s YARN frameworkA comprehensive tutorial to distributed deep learning with HadoopBook DescriptionThis book will teach you how to deploy large-scale dataset in deep ... Leer más

$34.99 USD o gratis con Kobo Plus

Build, implement and scale distributed deep learning models for large-scale datasets Key FeaturesGet to grips with the deep learning concepts and set up Hadoop to put them to useImplement and parallelize deep learning models on Hadoop’s YARN frameworkA comprehensive tutorial to distributed deep learning with HadoopBook DescriptionThis book will teach you how to deploy large-scale dataset in deep
... Leer más
Designing for Wearables

Effective UX for Current and Future Devices

de Scott Sullivan ...

Now may be the perfect time to enter the wearables industry. With the range of products that have appeared in recent years, you can determine which ideas resonate with users and which don’t before leaping into the market. In this practical guide, author Scott Sullivan examines the current wearables ecosystem and then demonstrates the impact that service design in particular will have on these ... Leer más

$21.99 USD

Now may be the perfect time to enter the wearables industry. With the range of products that have appeared in recent years, you can determine which ideas resonate with users and which don’t before leaping into the market. In this practical guide, author Scott Sullivan examines the current wearables ecosystem and then demonstrates the impact that service design in particular will have on these
... Leer más
Advances in Human Factors, Software, and Systems Engineering

Proceedings of the AHFE 2017 International Conference on Human Factors, Software, and Systems Engineering, July 17-21, 2017, The Westin Bonaventure Hotel, Los Angeles, California, USA

Edición de Tareq Ahram, Waldemar Karwowski ...

Series series Springer Nature Proceedings excluding Computer Science
This book provides a platform for addressing human factors in software and systems engineering, both pushing the boundaries of current research and responding to new challenges, fostering new research ideas in the process. Topics include evolutionary and complex systems, human systems integration, smart grids and infrastructure, workforce training requirements, systems engineering education, and ... Leer más

$89.99 USD

This book provides a platform for addressing human factors in software and systems engineering, both pushing the boundaries of current research and responding to new challenges, fostering new research ideas in the process. Topics include evolutionary and complex systems, human systems integration, smart grids and infrastructure, workforce training requirements, systems engineering education, and
... Leer más
Augmented Cognition

13th International Conference, AC 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26–31, 2019, Proceedings

Edición de Dylan D. Schmorrow, Cali M. Fidopiastis ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 13th International Conference on Augmented Cognition, AC 2019, held as part of the 21st International Conference on Human-Computer Interaction, HCII 2019, in Orlando, FL, USA in July, 2019.The 1274 full papers and 209 posters presented at the HCII 2019 conferences were carefully reviewed and selected from 5029 submissions. The papers cover the ... Leer más

$49.99 USD

This book constitutes the refereed proceedings of the 13th International Conference on Augmented Cognition, AC 2019, held as part of the 21st International Conference on Human-Computer Interaction, HCII 2019, in Orlando, FL, USA in July, 2019.The 1274 full papers and 209 posters presented at the HCII 2019 conferences were carefully reviewed and selected from 5029 submissions. The papers cover the
... Leer más
Putting AI in the Critical Loop

Assured Trust and Autonomy in Human-Machine Teams

Edición de Prithviraj Dasgupta, James Llinas, Tony Gillespie, Scott Fouse, William Lawless, Ranjeev Mittu, Donald Sofge ...

Providing a high level of autonomy for a human-machine team requires assumptions that address behavior and mutual trust. The performance of a human-machine team is maximized when the partnership provides mutual benefits that satisfy design rationales, balance of control, and the nature of autonomy. The distinctively different characteristics and features of humans and machines are likely why they ... Leer más

$179.99 USD

Providing a high level of autonomy for a human-machine team requires assumptions that address behavior and mutual trust. The performance of a human-machine team is maximized when the partnership provides mutual benefits that satisfy design rationales, balance of control, and the nature of autonomy. The distinctively different characteristics and features of humans and machines are likely why they
... Leer más
Apache Hudi: The Definitive Guide

Building Robust, Open, and High-Performing Data Lakehouses

de Shiyan Xu, Prashant Wason, Bhavani Sudha Saktheeswaran, Rebecca Bilbro ...

Overcome challenges in building transactional guarantees on rapidly changing data by using Apache Hudi. With this practical guide, data engineers, data architects, and software architects will discover how to seamlessly build an interoperable lakehouse from disparate data sources and deliver faster insights using your query engine of choice.Authors Shiyan Xu, Prashant Wason, Bhavani Sudha ... Leer más

$43.99 USD

Overcome challenges in building transactional guarantees on rapidly changing data by using Apache Hudi. With this practical guide, data engineers, data architects, and software architects will discover how to seamlessly build an interoperable lakehouse from disparate data sources and deliver faster insights using your query engine of choice.Authors Shiyan Xu, Prashant Wason, Bhavani Sudha
... Leer más
Designing Accessible Websites and Applications

A Modern Approach to a More Accessible Web

de Pavle Paunovic ...

Series series Professional and Applied Computing (R0)
Building websites with accessibility in mind is imperative for today’s developers. Accessibility encompasses everything from keyboard navigation and screen reader compatibility to color contrast and error handling, ensuring an inclusive experience for individuals with disabilities affecting vision, hearing, mobility, or cognitive functions.Designing Accessible Websites and Applications guides you ... Leer más

$44.99 USD

Building websites with accessibility in mind is imperative for today’s developers. Accessibility encompasses everything from keyboard navigation and screen reader compatibility to color contrast and error handling, ensuring an inclusive experience for individuals with disabilities affecting vision, hearing, mobility, or cognitive functions.Designing Accessible Websites and Applications guides you
... Leer más
Social Collective Intelligence

Combining the Powers of Humans and Machines to Build a Smarter Society

Edición de Daniele Miorandi, Michael Rovatsos, Anton Nijholt, James Stewart, Vincenzo Maltese ...

Series series Computer Science (R0)
The book focuses on Social Collective Intelligence, a term used to denote a class of socio-technical systems that combine, in a coordinated way, the strengths of humans, machines and collectives in terms of competences, knowledge and problem solving capabilities with the communication, computing and storage capabilities of advanced ICT.Social Collective Intelligence opens a number of challenges ... Leer más

$49.99 USD

The book focuses on Social Collective Intelligence, a term used to denote a class of socio-technical systems that combine, in a coordinated way, the strengths of humans, machines and collectives in terms of competences, knowledge and problem solving capabilities with the communication, computing and storage capabilities of advanced ICT.Social Collective Intelligence opens a number of challenges
... Leer más
ColorWise

A Data Storyteller's Guide to the Intentional Use of Color

de Kate Strachnyi ...

Data has become the most powerful tool in business today, and telling its story effectively is critical. Yet one of the best communicators—color—is the most neglected tool in data visualization. With this book, DATAcated founder Kate Strachnyi provides the ultimate guide to the correct use of color for representing data in graphs, charts, tables, and infographics.Ideal for data and business ... Leer más

$22.99 USD

Data has become the most powerful tool in business today, and telling its story effectively is critical. Yet one of the best communicators—color—is the most neglected tool in data visualization. With this book, DATAcated founder Kate Strachnyi provides the ultimate guide to the correct use of color for representing data in graphs, charts, tables, and infographics.Ideal for data and business
... Leer más
L'Apprentissage Automatique En Action

Guide Pour Le Profane, Guide D’apprentissage Progressif Pour Débutants (Apprentissage Automatique)

de Alan T. Norman ...

Cherchez-vous un livre d’apprentissage élémentaire pour vous familiariser à l'apprentissage automatique ? Mon livre vous expliquera les concepts de base de façon simple et compréhensible. Une fois que vous l’aurez lu, vous aurez une connaissance robuste des principes de base qui vous permettront de passer plus facilement à un livre de niveau plus avancé si vous souhaitez en connaître davantage ... Leer más

$3.99 USD o gratis con Kobo Plus

Cherchez-vous un livre d’apprentissage élémentaire pour vous familiariser à l'apprentissage automatique ? Mon livre vous expliquera les concepts de base de façon simple et compréhensible. Une fois que vous l’aurez lu, vous aurez une connaissance robuste des principes de base qui vous permettront de passer plus facilement à un livre de niveau plus avancé si vous souhaitez en connaître davantage
... Leer más
A Context Aware Decision Making Algorithm for Human Centric Analytics: Algorithm Development and Use Cases for Health Informatics System

de Veena A, Gowrishankar S ...

This reference demonstrates the development of a context aware decision-making health informatics system with the objective to automate the analysis of human centric wellness and assist medical decision-making in healthcare. The book introduces readers to the basics of a clinical decision support system. This is followed by chapters that explain how to analyze healthcare data for anomaly detection ... Leer más

$28.09 USD

This reference demonstrates the development of a context aware decision-making health informatics system with the objective to automate the analysis of human centric wellness and assist medical decision-making in healthcare. The book introduces readers to the basics of a clinical decision support system. This is followed by chapters that explain how to analyze healthcare data for anomaly detection
... Leer más
Python预测分析实战

Chinese Edition

de Posts & Telecom Press, Alvaro Fuentes ...

基于Python语言的预测分析实战Key Features涵盖从问题识别到模型部署的预测分析全过程基于Python语言实现，辅以实例，侧重于实战用Python实现高性能预测分析方案用Keras构建可实现精准预测的神经网络模型Book Description本书先介绍预测分析的重要概念和原则，然后给出一系列的代码示例和算法讲解，引导读者了解完整的预测分析流程，进而用Python工具构建高性能的预测分析解决方案。全书所涵盖的内容包括预测分析过程、理解问题和准备数据、理解数据集—探索性数据分析、基于机器学习的数值预测、基于机器学习的类别预测、调整模型和提高性能、基于Dash的模型实现等。本书适合想要学习预测建模并对用 Python 工具实现预测分析解决方案感兴趣的数据分析师、数据科学家、数据工程师和Python开发人员阅读，也适合对预测分析感兴趣的读者参考。What you will ... Leer más

$35.99 USD o gratis con Kobo Plus

基于Python语言的预测分析实战Key Features涵盖从问题识别到模型部署的预测分析全过程基于Python语言实现，辅以实例，侧重于实战用Python实现高性能预测分析方案用Keras构建可实现精准预测的神经网络模型Book Description本书先介绍预测分析的重要概念和原则，然后给出一系列的代码示例和算法讲解，引导读者了解完整的预测分析流程，进而用Python工具构建高性能的预测分析解决方案。全书所涵盖的内容包括预测分析过程、理解问题和准备数据、理解数据集—探索性数据分析、基于机器学习的数值预测、基于机器学习的类别预测、调整模型和提高性能、基于Dash的模型实现等。本书适合想要学习预测建模并对用 Python 工具实现预测分析解决方案感兴趣的数据分析师、数据科学家、数据工程师和Python开发人员阅读，也适合对预测分析感兴趣的读者参考。What you will
... Leer más
Learn Design for iOS Development

de Sian Morson ...

Series series Professional and Applied Computing (R0)
Learn Design for iOS Development is for you if you're an iOS developer and you want to design your own apps to look great and be in tune with the latest Apple guidelines. You'll learn how to design your apps to work with the exciting new iOS 7 look and feel, which your users expect within their latest apps.Learn Design for iOS Development guides you through the design processes that you can apply ... Leer más

$35.99 USD

Learn Design for iOS Development is for you if you're an iOS developer and you want to design your own apps to look great and be in tune with the latest Apple guidelines. You'll learn how to design your apps to work with the exciting new iOS 7 look and feel, which your users expect within their latest apps.Learn Design for iOS Development guides you through the design processes that you can apply
... Leer más
Guide to Programming and Algorithms Using R

de Özgür Ergül ...

Series series Computer Science (R0)
This easy-to-follow textbook provides a student-friendly introduction to programming and algorithms. Emphasis is placed on the threshold concepts that present barriers to learning, including the questions that students are often too embarrassed to ask. The book promotes an active learning style in which a deeper understanding is gained from evaluating, questioning, and discussing the material, and ... Leer más

$49.99 USD

This easy-to-follow textbook provides a student-friendly introduction to programming and algorithms. Emphasis is placed on the threshold concepts that present barriers to learning, including the questions that students are often too embarrassed to ask. The book promotes an active learning style in which a deeper understanding is gained from evaluating, questioning, and discussing the material, and
... Leer más
The History of the GPU - Steps to Invention

de Jon Peddie ...

Series series Computer Science (R0)
This is the first book in a three-part series that traces the development of the GPU. Initially developed for games the GPU can now be found in cars, supercomputers, watches, game consoles and more. GPU concepts go back to the 1970s when computer graphics was developed for computer-aided design of automobiles and airplanes. Early computer graphics systems were adopted by the film industry and ... Leer más

$40.99 USD

This is the first book in a three-part series that traces the development of the GPU. Initially developed for games the GPU can now be found in cars, supercomputers, watches, game consoles and more. GPU concepts go back to the 1970s when computer graphics was developed for computer-aided design of automobiles and airplanes. Early computer graphics systems were adopted by the film industry and
... Leer más
Artificial Intelligence in HCI

First International Conference, AI-HCI 2020, Held as Part of the 22nd HCI International Conference, HCII 2020, Copenhagen, Denmark, July 19–24, 2020, Proceedings

Edición de Helmut Degen, Lauren Reinerman-Jones ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the First International Conference on Artificial Intelligence in HCI, AI-HCI 2020, held as part of the 22nd International Conference on Human-Computer Interaction, HCII 2020, in July 2020. The conference was planned to be held in Copenhagen, Denmark, but had to change to a virtual conference mode due to the COVID-19 pandemic.The conference presents ... Leer más

$49.99 USD

This book constitutes the refereed proceedings of the First International Conference on Artificial Intelligence in HCI, AI-HCI 2020, held as part of the 22nd International Conference on Human-Computer Interaction, HCII 2020, in July 2020. The conference was planned to be held in Copenhagen, Denmark, but had to change to a virtual conference mode due to the COVID-19 pandemic.The conference presents
... Leer más
Python Machine Learning Case Studies

Five Case Studies for the Data Scientist

de Danish Haroon ...

Series series Professional and Applied Computing (R0)
Embrace machine learning approaches and Python to enable automatic rendering of rich insights and solve business problems. The book uses a hands-on case study-based approach to crack real-world applications to which machine learning concepts can be applied. These smarter machines will enable your business processes to achieve efficiencies on minimal time and resources.Python Machine Learning Case ... Leer más

$71.99 USD

Embrace machine learning approaches and Python to enable automatic rendering of rich insights and solve business problems. The book uses a hands-on case study-based approach to crack real-world applications to which machine learning concepts can be applied. These smarter machines will enable your business processes to achieve efficiencies on minimal time and resources.Python Machine Learning Case
... Leer más
Einführung in die Bash

Konzepte, Kommandos und Programmierung

de Peter Mandl ...

Series series Computer Science and Engineering (German Language)
Das Buch vermittelt praktisch verwertbare Shell-Kenntnisse mit einem Fokus auf Bash unter Linux. Neben den grundlegenden Konzepten werden die wichtigsten Bash-Kommandos für die Dateibearbeitung, die Vergabe von Rechten und die Prozessverwaltung knapp und prägnant erläutert. Die Kommandos werden mit vielen Übungen praktisch erprobt. Erste Shell-Programme können nach kurzer Zeit eigenständig ... Leer más

$17.99 USD

Das Buch vermittelt praktisch verwertbare Shell-Kenntnisse mit einem Fokus auf Bash unter Linux. Neben den grundlegenden Konzepten werden die wichtigsten Bash-Kommandos für die Dateibearbeitung, die Vergabe von Rechten und die Prozessverwaltung knapp und prägnant erläutert. Die Kommandos werden mit vielen Übungen praktisch erprobt. Erste Shell-Programme können nach kurzer Zeit eigenständig
... Leer más

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