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Understanding the Digital Transformation of Socio-Economic-Technological Systems

Dedicated to the 120th Anniversary of Economic Education at Peter the Great St. Petersburg Polytechnic University

Edición de Tessaleno Campos Devezas, Mohammed Ali Berawi, Sergey Evgenievich Barykin, Tatiana Kudryavtseva ...

Series series Intelligent Technologies and Robotics (R0)
This book is dedicated to the 120th anniversary of economic education at Peter the Great St. Petersburg Polytechnic University (SPbPU). It gathers the best and most recent research materials of scientists from SPbPU’s Institute of Industrial Management, Economics and Trade and their colleagues from other universities.This book reflects many years of experience, unique results and interesting ... Leer más

$202.49 USD

This book is dedicated to the 120th anniversary of economic education at Peter the Great St. Petersburg Polytechnic University (SPbPU). It gathers the best and most recent research materials of scientists from SPbPU’s Institute of Industrial Management, Economics and Trade and their colleagues from other universities.This book reflects many years of experience, unique results and interesting
... Leer más
Practical Machine Learning with H2O

Powerful, Scalable Techniques for Deep Learning and AI

de Darren Cook ...

Machine learning has finally come of age. With H2O software, you can perform machine learning and data analysis using a simple open source framework that’s easy to use, has a wide range of OS and language support, and scales for big data. This hands-on guide teaches you how to use H20 with only minimal math and theory behind the learning algorithms.If you’re familiar with R or Python, know a bit ... Leer más

$27.89 USD

Machine learning has finally come of age. With H2O software, you can perform machine learning and data analysis using a simple open source framework that’s easy to use, has a wide range of OS and language support, and scales for big data. This hands-on guide teaches you how to use H20 with only minimal math and theory behind the learning algorithms.If you’re familiar with R or Python, know a bit
... Leer más
Deep Learning from Scratch

Building with Python from First Principles

de Seth Weidman ...

With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You’ll start with deep learning basics and move quickly to the details of important advanced architectures, ... Leer más

$36.98 USD

With the resurgence of neural networks in the 2010s, deep learning has become essential for machine learning practitioners and even many software engineers. This book provides a comprehensive introduction for data scientists and software engineers with machine learning experience. You’ll start with deep learning basics and move quickly to the details of important advanced architectures,
... Leer más
Natural Language Processing with PyTorch

Build Intelligent Language Applications Using Deep Learning

de Delip Rao, Brian McMahan ...

Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you’re a developer or data scientist new to NLP and deep learning, this practical guide shows you how to apply these methods using PyTorch, a Python-based deep learning library.Authors Delip Rao and Brian McMahon ... Leer más

$55.07 USD

Natural Language Processing (NLP) provides boundless opportunities for solving problems in artificial intelligence, making products such as Amazon Alexa and Google Translate possible. If you’re a developer or data scientist new to NLP and deep learning, this practical guide shows you how to apply these methods using PyTorch, a Python-based deep learning library.Authors Delip Rao and Brian McMahon
... Leer más
Expert Clouds and Applications

Proceedings of ICOECA 2023

Edición de I. Jeena Jacob, Selvanayaki Kolandapalayam Shanmugam, Ivan Izonin ...

Series series Springer Nature Proceedings excluding Computer Science
The book features original papers from International Conference on Expert Clouds and Applications (ICOECA 2023), organized by RV Institute of Technology and Management, Bangalore, India, during February 9–10, 2023. It covers new research insights on artificial intelligence, big data, cloud computing, sustainability, and knowledge-based expert systems. The book discusses innovative research from ... Leer más

$193.58 USD

The book features original papers from International Conference on Expert Clouds and Applications (ICOECA 2023), organized by RV Institute of Technology and Management, Bangalore, India, during February 9–10, 2023. It covers new research insights on artificial intelligence, big data, cloud computing, sustainability, and knowledge-based expert systems. The book discusses innovative research from
... Leer más
Innovative Mobile and Internet Services in Ubiquitous Computing

Proceedings of the 15th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2021)

Edición de Leonard Barolli, Kangbin Yim, Hsing-Chung Chen ...

Series series Springer Nature Proceedings excluding Computer Science
This book includes proceedings of the 15th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2021), which took place in Asan, Korea, on July 1-3, 2021. With the proliferation of wireless technologies and electronic devices, there is a fast-growing interest in Ubiquitous and Pervasive Computing (UPC). The UPC enables to create a human-oriented ... Leer más

$169.28 USD

This book includes proceedings of the 15th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2021), which took place in Asan, Korea, on July 1-3, 2021. With the proliferation of wireless technologies and electronic devices, there is a fast-growing interest in Ubiquitous and Pervasive Computing (UPC). The UPC enables to create a human-oriented
... Leer más
Expert Clouds and Applications

Proceedings of ICOECA 2021

Edición de I. Jeena Jacob, Francisco M. Gonzalez-Longatt, Selvanayaki Kolandapalayam Shanmugam, Ivan Izonin ...

Series series Springer Nature Proceedings excluding Computer Science
This book features original papers from International Conference on Expert Clouds and Applications (ICOECA 2021), organized by GITAM School of Technology, Bangalore, India during February 18–19, 2021. It covers new research insights on artificial intelligence, big data, cloud computing, sustainability, and knowledge-based expert systems. The book discusses innovative research from all aspects ... Leer más

$169.28 USD

This book features original papers from International Conference on Expert Clouds and Applications (ICOECA 2021), organized by GITAM School of Technology, Bangalore, India during February 18–19, 2021. It covers new research insights on artificial intelligence, big data, cloud computing, sustainability, and knowledge-based expert systems. The book discusses innovative research from all aspects
... Leer más
Advancements in Machine Learning and Natural Language Processing: Innovations and Applications

3rd International Conference on Language Processing and Knowledge Management (LPKM’2024)

Edición de Lamia Hadrich Belguith, Khaled Shaalan ...

Series series Springer Nature Proceedings excluding Computer Science
This book discovers groundbreaking advancements in artificial intelligence with innovative solutions for real-world challenges. This book showcases state-of-the-art methodologies like deep learning and transfer learning to tackle sentiment analysis, fake news detection, and multi-dialectal named entity recognition, with a special focus on Arabic language technologies. Bridging the gap between ... Leer más

$169.28 USD

This book discovers groundbreaking advancements in artificial intelligence with innovative solutions for real-world challenges. This book showcases state-of-the-art methodologies like deep learning and transfer learning to tackle sentiment analysis, fake news detection, and multi-dialectal named entity recognition, with a special focus on Arabic language technologies. Bridging the gap between
... Leer más
Information Systems for Intelligent Systems

Proceedings of ISBM 2025, Volume 7

Edición de Andres Iglesias, Jungpil Shin, Nityesh Bhatt, Amit Joshi ...

Series series Springer Nature Proceedings excluding Computer Science
This book includes selected papers presented at the World Conference on Information Systems for Business Management (ISBM 2025), held in Bangkok, Thailand, on September 24–26, 2025. It covers up-to-date cutting-edge research on data science, information systems, infrastructure and computational systems, engineering systems, business information systems, and smart secure systems. ... Leer más

$225.98 USD

This book includes selected papers presented at the World Conference on Information Systems for Business Management (ISBM 2025), held in Bangkok, Thailand, on September 24–26, 2025. It covers up-to-date cutting-edge research on data science, information systems, infrastructure and computational systems, engineering systems, business information systems, and smart secure systems.
... Leer más
Data Cleaning and Exploration with Machine Learning

Get to grips with machine learning techniques to achieve sparkling-clean data quickly

de Michael Walker ...

Explore supercharged machine learning techniques to take care of your data laundry loadsKey FeaturesLearn how to prepare data for machine learning processesUnderstand which algorithms are based on prediction objectives and the properties of the dataExplore how to interpret and evaluate the results from machine learningBook DescriptionMany individuals who know how to run machine learning algorithms ... Leer más

$29.15 USD o gratis con Kobo Plus

Explore supercharged machine learning techniques to take care of your data laundry loadsKey FeaturesLearn how to prepare data for machine learning processesUnderstand which algorithms are based on prediction objectives and the properties of the dataExplore how to interpret and evaluate the results from machine learningBook DescriptionMany individuals who know how to run machine learning algorithms
... Leer más
Comet for Data Science

Enhance your ability to manage and optimize the life cycle of your data science project

de Angelica Lo Duca ...

Gain the key knowledge and skills required to manage data science projects using CometKey FeaturesDiscover techniques to build, monitor, and optimize your data science projectsMove from prototyping to production using Comet and DevOps toolsGet to grips with the Comet experimentation platformBook DescriptionThis book provides concepts and practical use cases which can be used to quickly build, ... Leer más

$32.39 USD o gratis con Kobo Plus

Gain the key knowledge and skills required to manage data science projects using CometKey FeaturesDiscover techniques to build, monitor, and optimize your data science projectsMove from prototyping to production using Comet and DevOps toolsGet to grips with the Comet experimentation platformBook DescriptionThis book provides concepts and practical use cases which can be used to quickly build,
... Leer más
Exploring the Impact of Extended Reality (XR) Technologies on Promoting Environmental Sustainability

Edición de Shashi Kant Gupta, Nitu Maurya, Dac-Nhuong Le, Toufik Mzili ...

Series series Intelligent Technologies and Robotics (R0)
This book offers a groundbreaking exploration of how Extended Reality (XR) technologies can drive environmental sustainability. By integrating virtual, augmented, and mixed realities, it provides innovative solutions to enhance understanding and inspire action on environmental issues. The text is meticulously curated to cover the multifaceted applications of XR, from revolutionizing environmental ... Leer más

$169.28 USD

This book offers a groundbreaking exploration of how Extended Reality (XR) technologies can drive environmental sustainability. By integrating virtual, augmented, and mixed realities, it provides innovative solutions to enhance understanding and inspire action on environmental issues. The text is meticulously curated to cover the multifaceted applications of XR, from revolutionizing environmental
... Leer más
Deep Learning with PyTorch Lightning

Swiftly build high-performance Artificial Intelligence (AI) models using Python

de Kunal Sawarkar, Dheeraj Arremsetty ...

Build, train, and deploy deep learning models quickly and accurately to improve your productivity using PyTorch Lightning WrapperKey FeaturesBecome well-versed with PyTorch Lightning and learn how to implement it in various applicationsSpeed up your research using PyTorch Lightning by creating new loss functions, and architecturesTrain and build new DL applications for images, audio, video, ... Leer más

$34.01 USD o gratis con Kobo Plus

Build, train, and deploy deep learning models quickly and accurately to improve your productivity using PyTorch Lightning WrapperKey FeaturesBecome well-versed with PyTorch Lightning and learn how to implement it in various applicationsSpeed up your research using PyTorch Lightning by creating new loss functions, and architecturesTrain and build new DL applications for images, audio, video,
... Leer más
Interactive Visualization and Plotting with Julia

Create impressive data visualizations through Julia packages such as Plots, Makie, Gadfly, and more

de Diego Javier Zea ...

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language ... Leer más

$32.39 USD o gratis con Kobo Plus

Represent and analyze data using Plots to find actionable insights using Julia programmingKey FeaturesLearn to use static and interactive plots to explore data with JuliaBecome well versed with the various plotting attributes needed to customize your plotsCreate insightful and appealing plots using data interactions, animations, layouts, and themesBook DescriptionThe Julia programming language
... Leer más
Journey to Become a Google Cloud Machine Learning Engineer

Build the mind and hand of a Google Certified ML professional

de Dr. Logan Song ...

Prepare for the GCP ML certification exam along with exploring cloud computing and machine learning concepts and gaining Google Cloud ML skillsKey FeaturesA comprehensive yet easy-to-follow Google Cloud machine learning study guideExplore full-spectrum and step-by-step practice examples to develop hands-on skillsRead through and learn from in-depth discussions of Google ML certification exam ... Leer más

$36.44 USD o gratis con Kobo Plus

Prepare for the GCP ML certification exam along with exploring cloud computing and machine learning concepts and gaining Google Cloud ML skillsKey FeaturesA comprehensive yet easy-to-follow Google Cloud machine learning study guideExplore full-spectrum and step-by-step practice examples to develop hands-on skillsRead through and learn from in-depth discussions of Google ML certification exam
... Leer más
Machine Learning Using TensorFlow Cookbook

Create powerful machine learning algorithms with TensorFlow

de Alexia Audevart, Konrad Banachewicz, Luca Massaron ...

Comprehensive recipes to give you valuable insights on Transformers, Reinforcement Learning, and moreKey FeaturesDeep Learning solutions from Kaggle Masters and Google Developer ExpertsGet to grips with the fundamentals including variables, matrices, and data sourcesLearn advanced techniques to make your algorithms faster and more accurateBook DescriptionThe independent recipes in Machine Learning ... Leer más

$23.93 USD o gratis con Kobo Plus

Comprehensive recipes to give you valuable insights on Transformers, Reinforcement Learning, and moreKey FeaturesDeep Learning solutions from Kaggle Masters and Google Developer ExpertsGet to grips with the fundamentals including variables, matrices, and data sourcesLearn advanced techniques to make your algorithms faster and more accurateBook DescriptionThe independent recipes in Machine Learning
... Leer más
Cloud Analytics with Microsoft Azure

Transform your business with the power of analytics in Azure

de Has Altaiar, Jack Lee, Michael John Peña ...

Learn to extract actionable insights from your big data in real time using a range of Microsoft Azure featuresKey FeaturesUpdated with the latest features and new additions to Microsoft AzureMaster the fundamentals of cloud analytics using AzureLearn to use Azure Synapse Analytics (formerly known as Azure SQL Data Warehouse) to derive real-time customer insightsBook DescriptionCloud Analytics with ... Leer más

$33.20 USD o gratis con Kobo Plus

Learn to extract actionable insights from your big data in real time using a range of Microsoft Azure featuresKey FeaturesUpdated with the latest features and new additions to Microsoft AzureMaster the fundamentals of cloud analytics using AzureLearn to use Azure Synapse Analytics (formerly known as Azure SQL Data Warehouse) to derive real-time customer insightsBook DescriptionCloud Analytics with
... Leer más
Trends in Artificial Intelligence, and Computer Engineering

Proceedings of ICAETT 2025, Volume 2

Edición de Miguel Botto Tobar, Omar S. Gómez, Raúl Lozada, Angela Díaz Cadena, Rajit Nair, Washington Luna-Encalada ...

Series series Springer Nature Proceedings excluding Computer Science
This book constitutes the proceedings of the 7th International Conference on Advances in Emerging Trends and Technologies (ICAETT 2025), held in Riobamba, Ecuador, on 16–17 October 2024, proudly organized by Facultad de Informática y Electrónica (FIE) at Escuela Superior Politécnica de Chimborazo and supported by GDEON. ICAETT 2025 brings together top researchers and practitioners working in ... Leer más

$177.38 USD

This book constitutes the proceedings of the 7th International Conference on Advances in Emerging Trends and Technologies (ICAETT 2025), held in Riobamba, Ecuador, on 16–17 October 2024, proudly organized by Facultad de Informática y Electrónica (FIE) at Escuela Superior Politécnica de Chimborazo and supported by GDEON. ICAETT 2025 brings together top researchers and practitioners working in
... Leer más
Learning Elastic Stack 7.0

Distributed search, analytics, and visualization using Elasticsearch, Logstash, Beats, and Kibana

de Pranav Shukla, Sharath Kumar ...

A beginner\\'s guide to storing, managing, and analyzing data with the updated features of Elastic 7.0Key FeaturesGain access to new features and updates introduced in Elastic Stack 7.0Grasp the fundamentals of Elastic Stack including Elasticsearch, Logstash, and KibanaExplore useful tips for using Elastic Cloud and deploying Elastic Stack in production environmentsBook DescriptionThe Elastic ... Leer más

$23.93 USD o gratis con Kobo Plus

A beginner\\'s guide to storing, managing, and analyzing data with the updated features of Elastic 7.0Key FeaturesGain access to new features and updates introduced in Elastic Stack 7.0Grasp the fundamentals of Elastic Stack including Elasticsearch, Logstash, and KibanaExplore useful tips for using Elastic Cloud and deploying Elastic Stack in production environmentsBook DescriptionThe Elastic
... Leer más
Mastering pandas

A complete guide to pandas, from installation to advanced data analysis techniques

de Ashish Kumar ...

Perform advanced data manipulation tasks using pandas and become an expert data analyst.Key FeaturesManipulate and analyze your data expertly using the power of pandasWork with missing data and time series data and become a true pandas expertIncludes expert tips and techniques on making your data analysis tasks easierBook Descriptionpandas is a popular Python library used by data scientists and ... Leer más

$30.77 USD o gratis con Kobo Plus

Perform advanced data manipulation tasks using pandas and become an expert data analyst.Key FeaturesManipulate and analyze your data expertly using the power of pandasWork with missing data and time series data and become a true pandas expertIncludes expert tips and techniques on making your data analysis tasks easierBook Descriptionpandas is a popular Python library used by data scientists and
... Leer más
Applied Machine Learning and High-Performance Computing on AWS

Accelerate the development of machine learning applications following architectural best practices

de Mani Khanuja, Farooq Sabir, Shreyas Subramanian, Trenton Potgieter ...

Build, train, and deploy large machine learning models at scale in various domains such as computational fluid dynamics, genomics, autonomous vehicles, and numerical optimization using Amazon SageMakerKey FeaturesUnderstand the need for high-performance computing (HPC)Build, train, and deploy large ML models with billions of parameters using Amazon SageMakerLearn best practices and architectures ... Leer más

$32.39 USD o gratis con Kobo Plus

Build, train, and deploy large machine learning models at scale in various domains such as computational fluid dynamics, genomics, autonomous vehicles, and numerical optimization using Amazon SageMakerKey FeaturesUnderstand the need for high-performance computing (HPC)Build, train, and deploy large ML models with billions of parameters using Amazon SageMakerLearn best practices and architectures
... Leer más
Mastering PostgreSQL 13

Build, administer, and maintain database applications efficiently with PostgreSQL 13

de Hans-Jürgen Schönig ...

Explore expert techniques such as advanced indexing and high availability to build scalable, reliable, and fault-tolerant database applications using PostgreSQL 13Key FeaturesMaster advanced PostgreSQL 13 concepts with the help of real-world datasets and examplesLeverage PostgreSQL’s indexing features to fine-tune the performance of your queriesExtend PostgreSQL's functionalities to suit your ... Leer más

$25.10 USD o gratis con Kobo Plus

Explore expert techniques such as advanced indexing and high availability to build scalable, reliable, and fault-tolerant database applications using PostgreSQL 13Key FeaturesMaster advanced PostgreSQL 13 concepts with the help of real-world datasets and examplesLeverage PostgreSQL’s indexing features to fine-tune the performance of your queriesExtend PostgreSQL's functionalities to suit your
... Leer más
Python Feature Engineering Cookbook

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

de Soledad Galli ...

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

$32.39 USD o gratis con Kobo Plus

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

All the recipes you need to implement your own algorithmic trading strategies in Python

de Pushpak Dagade ...

Build a solid foundation in algorithmic trading by developing, testing and executing powerful trading strategies with real market data using PythonKey FeaturesBuild a strong foundation in algorithmic trading by becoming well-versed with the basics of financial marketsDemystify jargon related to understanding and placing multiple types of trading ordersDevise trading strategies and increase your ... Leer más

$30.77 USD o gratis con Kobo Plus

Build a solid foundation in algorithmic trading by developing, testing and executing powerful trading strategies with real market data using PythonKey FeaturesBuild a strong foundation in algorithmic trading by becoming well-versed with the basics of financial marketsDemystify jargon related to understanding and placing multiple types of trading ordersDevise trading strategies and increase your
... Leer más

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