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Engenharia de Software para Ciência de Dados

Um guia de boas práticas com ênfase na construção de sistemas de Machine Learning em Python

de Marcos Kalinowski, Tatiana Escovedo, Hugo Villamizar, Hélio Lopes ...

Livro finalista do prêmio Jabuti Acadêmico 2024. Os avanços recentes na área de Ciência de Dados - em especial em Machine Learning - têm tornado viável e de relevância prática novas soluções de software, que podem aprender a partir de dados e realizar predições inteligentes. Entretanto, para que esses sistemas tenham sucesso, devem ser construídos considerando as boas práticas da área de ... Leer más

$12.99 USD o gratis con Kobo Plus

Livro finalista do prêmio Jabuti Acadêmico 2024. Os avanços recentes na área de Ciência de Dados - em especial em Machine Learning - têm tornado viável e de relevância prática novas soluções de software, que podem aprender a partir de dados e realizar predições inteligentes. Entretanto, para que esses sistemas tenham sucesso, devem ser construídos considerando as boas práticas da área de
... Leer más
Proceedings of International Conference on Innovations in Information and Communication Technologies

ICI2CT 2020

Edición de Lalit Garg, Hemant Sharma, S. B. Goyal, Amarpreet Singh ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers selected papers presented at the International Conference on Innovations in Information and Communication Technologies (ICI2CT 2020), held at National University of Singapore, Singapore, during 18–19 December 2020. It presents the works on the intersection of the Computer Science and Communication Engineering. Topics covered in the book include communications engineering, ... Leer más

$287.09 USD

This book gathers selected papers presented at the International Conference on Innovations in Information and Communication Technologies (ICI2CT 2020), held at National University of Singapore, Singapore, during 18–19 December 2020. It presents the works on the intersection of the Computer Science and Communication Engineering. Topics covered in the book include communications engineering,
... Leer más
Practical Data Quality

Learn practical, real-world strategies to transform the quality of data in your organization

de Robert Hawker ...

Identify data quality issues, leverage real-world examples and templates to drive change, and unlock the benefits of improved data in processes and decision-makingKey FeaturesGet a practical explanation of data quality concepts and the imperative for change when data is poorGain insights into linking business objectives and data to drive the right data quality prioritiesExplore the data quality ... Leer más

$28.99 USD o gratis con Kobo Plus

Identify data quality issues, leverage real-world examples and templates to drive change, and unlock the benefits of improved data in processes and decision-makingKey FeaturesGet a practical explanation of data quality concepts and the imperative for change when data is poorGain insights into linking business objectives and data to drive the right data quality prioritiesExplore the data quality
... Leer más
scikit-learn Cookbook , Second Edition

Over 80 recipes for machine learning in Python with scikit-learn

de Julian Avila, Trent Hauck ...

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications.Key FeaturesHandle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learnPerform supervised and unsupervised learning with ease, and evaluate the performance of your modelPractical, easy to understand recipes aimed at helping you choose the right machine learning ... Leer más

$34.99 USD o gratis con Kobo Plus

Learn to use scikit-learn operations and functions for Machine Learning and deep learning applications.Key FeaturesHandle a variety of machine learning tasks effortlessly by leveraging the power of scikit-learnPerform supervised and unsupervised learning with ease, and evaluate the performance of your modelPractical, easy to understand recipes aimed at helping you choose the right machine learning
... Leer más
El género gramatical en español: factores determinantes en la asignación de género en sustantivos inanimados

de Araceli López Serena, Mar Capilla Martín ...

Series Libro 84 - Studia Romanica et Linguistica
Este libro examina en profundidad los mecanismos que intervienen en la asignación del género gramatical en los sustantivos inanimados del español. A partir de un extenso análisis de las terminaciones y de su comportamiento en el sistema lingüístico, la obra propone una visión integral que permite comprender la lógica en la asignación del género en una lengua donde lo inanimado no responde a ... Leer más

$61.19 USD

Este libro examina en profundidad los mecanismos que intervienen en la asignación del género gramatical en los sustantivos inanimados del español. A partir de un extenso análisis de las terminaciones y de su comportamiento en el sistema lingüístico, la obra propone una visión integral que permite comprender la lógica en la asignación del género en una lengua donde lo inanimado no responde a
... Leer más
Ethereum Smart Contract Development

Build blockchain-based decentralized applications using solidity

de Mayukh Mukhopadhyay ...

Become an Ethereum Blockchain developer using a blend of concepts and hands-on implementationsKey FeaturesUnderstand the Ethereum Ecosystem and its differences from its rich cousin BitcoinExplore the Solidity programming language and smart contract optimizationsGet a developer’s perspective of Blockchain-as-a-technology with exposure to common challenges faced while building decentralized ... Leer más

$27.99 USD o gratis con Kobo Plus

Become an Ethereum Blockchain developer using a blend of concepts and hands-on implementationsKey FeaturesUnderstand the Ethereum Ecosystem and its differences from its rich cousin BitcoinExplore the Solidity programming language and smart contract optimizationsGet a developer’s perspective of Blockchain-as-a-technology with exposure to common challenges faced while building decentralized
... Leer más
Ultimate LLMOps for LLM Engineering

Engineering Reliable, Observable, and Scalable LLM Systems

de Kinjal Dand ...

From Prototype to Production-Grade LLM Systems.Key Features● Get a free one-month digital subscription to www.avaskillshelf.com● End-to-end coverage of modern LLMOps, from fundamentals to production deployment and monitoring.● Hands-on prompt management, LLM chaining, RAG, and building AI agent examples.● Practical insights into LLMOps observability and analytics using LangFuse, Fine-tuning, and ... Leer más

$24.95 USD o gratis con Kobo Plus

From Prototype to Production-Grade LLM Systems.Key Features● Get a free one-month digital subscription to www.avaskillshelf.com● End-to-end coverage of modern LLMOps, from fundamentals to production deployment and monitoring.● Hands-on prompt management, LLM chaining, RAG, and building AI agent examples.● Practical insights into LLMOps observability and analytics using LangFuse, Fine-tuning, and
... Leer más
Timeless Algorithms, The Foundational Ideas

de Gary Sutton ...

Understand the enduring algorithms behind modern AI and data science. Explore the breakthrough algorithms that power modern AI—including Bayes’ prior and posterior beliefs, Fisher’s estimation and likelihood, Shannon’s information gain, and Breiman’s algorithmic modeling. With clarity and rigor, statistics expert Gary Sutton unpacks each concept and explains its practical relevance.This book ... Leer más

$50.99 USD

PEDIDO ANTICIPADO

Understand the enduring algorithms behind modern AI and data science. Explore the breakthrough algorithms that power modern AI—including Bayes’ prior and posterior beliefs, Fisher’s estimation and likelihood, Shannon’s information gain, and Breiman’s algorithmic modeling. With clarity and rigor, statistics expert Gary Sutton unpacks each concept and explains its practical relevance.This book
... Leer más
Data Wrangling with SQL

de Kimberly Seefeld ...

Data Wrangling with SQL is a hands-on textbook designed to help students develop the practical skills needed to prepare real-world data for analysis. Because most data arrives incomplete, inconsistent, or poorly structured, data wrangling is often the most time-consuming and critical phase of the analytics process.Using clear explanations, business-focused examples, and guided exercises, students ... Leer más

$44.99 USD

Data Wrangling with SQL is a hands-on textbook designed to help students develop the practical skills needed to prepare real-world data for analysis. Because most data arrives incomplete, inconsistent, or poorly structured, data wrangling is often the most time-consuming and critical phase of the analytics process.Using clear explanations, business-focused examples, and guided exercises, students
... Leer más
Overview of the Sociolinguistic Context of the Dongxiang Language

de Julie Lefort ...

Series Libro 77 - Łódź Studies in Language
This book aims at questioning the relationship between language and identity through the description of the sociolinguistic environment of the Dongxiang language, an under-studied Mongolic language spoken by the Dongxiang people in Southern Gansu, China. We will try to understand how, through interaction between the Dongxiang people and their neighbouring Hui communities, and their relationship to ... Leer más

$51.29 USD

This book aims at questioning the relationship between language and identity through the description of the sociolinguistic environment of the Dongxiang language, an under-studied Mongolic language spoken by the Dongxiang people in Southern Gansu, China. We will try to understand how, through interaction between the Dongxiang people and their neighbouring Hui communities, and their relationship to
... Leer más
Mastering Machine Learning with R

Advanced prediction, algorithms, and learning methods with R 3.x

de Cory Lesmeister, Doug Ortiz, Vikram Dhillon, Miroslav Kopecky ...

Master machine learning techniques with R to deliver insights in complex projectsKey Features\[\*\] Understand and apply machine learning methods using an extensive set of R packages such as XGBOOST\[\*\] Understand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised Learning\[\*\] Implement advanced concepts in machine learning ... Leer más

$41.99 USD o gratis con Kobo Plus

Master machine learning techniques with R to deliver insights in complex projectsKey Features\[\*\] Understand and apply machine learning methods using an extensive set of R packages such as XGBOOST\[\*\] Understand the benefits and potential pitfalls of using machine learning methods such as Multi-Class Classification and Unsupervised Learning\[\*\] Implement advanced concepts in machine learning
... Leer más
Hands-On Exploratory Data Analysis with R

Become an expert in exploratory data analysis using R packages

de Radhika Datar, Harish Garg ...

Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skillsKey FeaturesSpeed up your data analysis projects using powerful R packages and techniquesCreate multiple hands-on data analysis projects using real-world dataDiscover and practice graphical exploratory analysis techniques across domainsBook DescriptionHands-On Exploratory Data Analysis with R ... Leer más

$22.99 USD o gratis con Kobo Plus

Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skillsKey FeaturesSpeed up your data analysis projects using powerful R packages and techniquesCreate multiple hands-on data analysis projects using real-world dataDiscover and practice graphical exploratory analysis techniques across domainsBook DescriptionHands-On Exploratory Data Analysis with R
... Leer más
Data Engineering with Google Cloud Platform

A practical guide to operationalizing scalable data analytics systems on GCP

de Adi Wijaya ...

Build and deploy your own data pipelines on GCP, make key architectural decisions, and gain the confidence to boost your career as a data engineerKey FeaturesUnderstand data engineering concepts, the role of a data engineer, and the benefits of using GCP for building your solutionLearn how to use the various GCP products to ingest, consume, and transform data and orchestrate pipelinesDiscover tips ... Leer más

$53.99 USD o gratis con Kobo Plus

Build and deploy your own data pipelines on GCP, make key architectural decisions, and gain the confidence to boost your career as a data engineerKey FeaturesUnderstand data engineering concepts, the role of a data engineer, and the benefits of using GCP for building your solutionLearn how to use the various GCP products to ingest, consume, and transform data and orchestrate pipelinesDiscover tips
... Leer más
Visual Reasoning in Science, Engineering, and the Humanities

Expert Culture for the Challenges of the Future, Volume 2

Edición de Daria Bylieva, Dong Luo, Alfred Nordmann ...

Series series Springer Nature Proceedings excluding Computer Science
This book investigate visualization practices conceptually, historically, and strategically, showing what visual thinking can achieve especially in professional training and educational contexts. For a long time, science and education were dominated by the word. What mattered were written texts, mathematical formulae, and verbalizations. And yet, similes, metaphors, illustrations, diagrams, and ... Leer más

$197.09 USD

This book investigate visualization practices conceptually, historically, and strategically, showing what visual thinking can achieve especially in professional training and educational contexts. For a long time, science and education were dominated by the word. What mattered were written texts, mathematical formulae, and verbalizations. And yet, similes, metaphors, illustrations, diagrams, and
... Leer más
Smart Business and Technologies

Proceeding of the International Conference on Smart Business and Technologies (ICSBT’24)

Edición de Souad Najoua Lagmiri, Mohamed Lazaar, Fouad Mohammed Amine ...

Series series Springer Nature Proceedings excluding Computer Science
This book covers the theory, applications, and viewpoints on the most recent and upcoming advancements in the fields of complex processes, decision-making, control, and systems and networks. In the well-known lecture notes in networks and systems series, "Smart Business and Technologies" is the most recent entry. The cutting-edge research presented at the International Conference on Smart Business ... Leer más

$269.09 USD

This book covers the theory, applications, and viewpoints on the most recent and upcoming advancements in the fields of complex processes, decision-making, control, and systems and networks. In the well-known lecture notes in networks and systems series, "Smart Business and Technologies" is the most recent entry. The cutting-edge research presented at the International Conference on Smart Business
... Leer más
Data Management, Analytics and Innovation

Proceedings of ICDMAI 2025, Volume 1

Edición de Saptarsi Goswami, Sajal Saha, Romit S Beed, Kanadpriya Basu ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence, and data analytics, along with advances in network technologies. The book is a collection of peer-reviewed research papers presented at 9th International Conference on Data Management, Analytics and Innovation (ICDMAI 2025), held during 17–19 January 2025 at St. ... Leer más

$242.09 USD

This book presents the latest findings in the areas of data management and smart computing, big data management, artificial intelligence, and data analytics, along with advances in network technologies. The book is a collection of peer-reviewed research papers presented at 9th International Conference on Data Management, Analytics and Innovation (ICDMAI 2025), held during 17–19 January 2025 at St.
... Leer más
Trends in Artificial Intelligence, and Computer Engineering

Proceedings of ICAETT 2025, Volume 1

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

$197.09 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
Cyber Security Intelligence and Analytics

The 6th International Conference on Cyber Security Intelligence and Analytics (CSIA 2024), Volume 2

Edición de Zheng Xu, Saed Saleh Al Rabaee, Octavio Loyola-González, Nurul Hidayah Ab Rahman ...

Series series Springer Nature Proceedings excluding Computer Science
This book delves into the latest advancements and innovations in big data analytics as applied to cyber-physical systems within smart city frameworks. Key themes include the integration of IoT, AI, and machine learning for enhanced urban management, sustainable development, and improved quality of life. The book showcases cutting-edge research, practical case studies, and expert insights, making ... Leer más

$215.09 USD

This book delves into the latest advancements and innovations in big data analytics as applied to cyber-physical systems within smart city frameworks. Key themes include the integration of IoT, AI, and machine learning for enhanced urban management, sustainable development, and improved quality of life. The book showcases cutting-edge research, practical case studies, and expert insights, making
... Leer más
Emerging Challenges in Intelligent Management Information Systems

Proceedings of 27th European Conference on Artificial Intelligence ECAI 2024 - IMIS Workshop. Volume 2

Edición de Marcin Hernes, Jaroslaw Wątróbski, Artur Rot ...

Series series Springer Nature Proceedings excluding Computer Science
This book contains the second volume of proceedings of the ECAI 2024 Workshop on Intelligent Management Information Systems (IMIS 2024). IMIS 2024 was part of the 27th European Conference on Artificial Intelligence ECAI 2024, held in Santiago de Compostela from October 19, 2024, to October 24, 2024.The book discusses emerging challenges related to implementing artificial intelligence in management ... Leer más

$224.09 USD

This book contains the second volume of proceedings of the ECAI 2024 Workshop on Intelligent Management Information Systems (IMIS 2024). IMIS 2024 was part of the 27th European Conference on Artificial Intelligence ECAI 2024, held in Santiago de Compostela from October 19, 2024, to October 24, 2024.The book discusses emerging challenges related to implementing artificial intelligence in management
... Leer más
The 6th Joint International Conference on AI, Big Data and Blockchain (AIBB 2025)

Edición de Irfan Awan, Muhammad Younas, George Ghinea, Grønli Tor-Morten, Sevil Şen ...

Series series Springer Nature Proceedings excluding Computer Science
This book brings together peer-reviewed research contributions exploring cutting-edge developments in AI, big data, and blockchain—fields that are transforming industries today. Written by leading experts, the chapters showcase advances in:AI methodologies and modelling—including machine learning and deep neural networksBig data analytics to uncover hidden patterns and insightsBlockchain-based ... Leer más

$224.09 USD

This book brings together peer-reviewed research contributions exploring cutting-edge developments in AI, big data, and blockchain—fields that are transforming industries today. Written by leading experts, the chapters showcase advances in:AI methodologies and modelling—including machine learning and deep neural networksBig data analytics to uncover hidden patterns and insightsBlockchain-based
... Leer más
Big Data: the Revolution That Is Transforming Our Work, Market and World

de PAT NAKAMOTO ...

"Big Data is like teenage sex: everyone talks about it, nobody really knows how to do it, everyone thinks everyone else is doing it, so everyone claims they are doing it." – Dan ArielyWithin 2 days we produce the same amount of data generated by at the beginning of the civilization until 2003", said Eric Schmidt in 2010. According to IBM, by 2020 the world will have generated a mass of data on the ... Leer más

$2.99 USD o gratis con Kobo Plus

"Big Data is like teenage sex: everyone talks about it, nobody really knows how to do it, everyone thinks everyone else is doing it, so everyone claims they are doing it." – Dan ArielyWithin 2 days we produce the same amount of data generated by at the beginning of the civilization until 2003", said Eric Schmidt in 2010. According to IBM, by 2020 the world will have generated a mass of data on the
... Leer más
Mastering Large Language Models

An Essential Guide to Understanding and Implementing AI

de Virversity Online Courses ...

Series series Virversity Online Courses: Data Science and Analytics
Delve into the transformative world of large language models with our comprehensive course designed to equip you with the knowledge and skills necessary to harness their full potential. This course offers students a deep dive into the foundational concepts, architecture, and applications of large language models, ensuring a thorough understanding of this cutting-edge technology and its impact ... Leer más

$2.99 USD o gratis con Kobo Plus

Delve into the transformative world of large language models with our comprehensive course designed to equip you with the knowledge and skills necessary to harness their full potential. This course offers students a deep dive into the foundational concepts, architecture, and applications of large language models, ensuring a thorough understanding of this cutting-edge technology and its impact
... Leer más
Frank Kane's Taming Big Data with Apache Spark and Python

Real-world examples to help you analyze large datasets with Apache Spark

de Frank Kane ...

Frank Kane's hands-on Spark training course, based on his bestselling Taming Big Data with Apache Spark and Python video, now available in a book. Understand and analyze large data sets using Spark on a single system or on a cluster.Key Features\[\*\] Understand how Spark can be distributed across computing clusters\[\*\] Develop and run Spark jobs efficiently using Python\[\*\] A hands-on ... Leer más

$34.99 USD o gratis con Kobo Plus

Frank Kane's hands-on Spark training course, based on his bestselling Taming Big Data with Apache Spark and Python video, now available in a book. Understand and analyze large data sets using Spark on a single system or on a cluster.Key Features\[\*\] Understand how Spark can be distributed across computing clusters\[\*\] Develop and run Spark jobs efficiently using Python\[\*\] A hands-on
... Leer más
The R Primer

de Claus Thorn Ekstrom ...

Newcomers to R are often intimidated by the command-line interface, the vast number of functions and packages, or the processes of importing data and performing a simple statistical analysis. The R Primer provides a collection of concise examples and solutions to R problems frequently encountered by new users of this statistical software.Rather than explore the many options available for every ... Leer más

$65.99 USD

Newcomers to R are often intimidated by the command-line interface, the vast number of functions and packages, or the processes of importing data and performing a simple statistical analysis. The R Primer provides a collection of concise examples and solutions to R problems frequently encountered by new users of this statistical software.Rather than explore the many options available for every
... Leer más

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