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Data Engineering Fundamentals for ML Pipelines

An Engineer's Field Guide to Building ML that Ships, Scales, and Survives Production

by Jordan O'Neal ...

Series Book 3 - ML Engineer's Journey · Series B
Most machine learning failures in production are really data failures, and few courses teach you how to prevent them. This field guide gives you the data engineering habits that make ML pipelines fresh, correct, and trustworthy.Data engineering is the part of machine learning that most courses skip. You learn to train a model, evaluate it, maybe deploy it from a notebook. Then you get to work and ... Read more

$9.99 USD

Most machine learning failures in production are really data failures, and few courses teach you how to prevent them. This field guide gives you the data engineering habits that make ML pipelines fresh, correct, and trustworthy.Data engineering is the part of machine learning that most courses skip. You learn to train a model, evaluate it, maybe deploy it from a notebook. Then you get to work and
... Read more
Python y la IA

by Jorge Santiago Nolasco Valenzuela ...

Python y la IA: Domina el Futuro Hoy: Desde Cero hasta Crear Inteligencia Artificial, Juegos, Webs, Forense Digital y ChatGPT. Con Casos en Google Colab y Proyectos Reales¿Y si aprender Python e Inteligencia Artificial fuera tan adictivo como jugar un videojuego?¡Prepárate para un libro que no solo enseña, sino que sacude, transforma e inspira a programar el futuro!Bienvenido a **PYTHON Y LA IA: ... Read more

$30.00 USD or Free with Kobo Plus

Python y la IA: Domina el Futuro Hoy: Desde Cero hasta Crear Inteligencia Artificial, Juegos, Webs, Forense Digital y ChatGPT. Con Casos en Google Colab y Proyectos Reales¿Y si aprender Python e Inteligencia Artificial fuera tan adictivo como jugar un videojuego?¡Prepárate para un libro que no solo enseña, sino que sacude, transforma e inspira a programar el futuro!Bienvenido a **PYTHON Y LA IA:
... Read more
Proceedings of the 2nd International Conference on Emerging Technologies and Intelligent Systems

ICETIS 2022 Volume 1

Edited by Mohammed A. Al-Sharafi, Mostafa Al-Emran, Mohammed Naji Al-Kabi, Khaled Shaalan ...

Series series Springer Nature Proceedings excluding Computer Science
This book sheds light on the recent research directions in intelligent systems and their applications. It involves two main themes, including management information systems and advances in information security and networking. The discussion of the most recent designs, advancements, and modifications of intelligent systems, as well as their applications, is a key component of the chapters ... Read more

$215.99 USD

This book sheds light on the recent research directions in intelligent systems and their applications. It involves two main themes, including management information systems and advances in information security and networking. The discussion of the most recent designs, advancements, and modifications of intelligent systems, as well as their applications, is a key component of the chapters
... Read more
Digital Disruption and Business Innovation: Navigating the New Technological Era

ICBT 2024, Volume 2

Edited by Bahaaeddin Alareeni, Allam Hamdan ...

Series series Springer Nature Proceedings excluding Computer Science
This book examines how organizations across industries are responding to the accelerating pace of technological change, leveraging disruption as a catalyst for growth and competitive advantage. The digital revolution is not merely transforming business operations, it is fundamentally redefining the nature of innovation.Featuring a diverse collection of research, case studies, and expert insights, ... Read more

$224.99 USD

This book examines how organizations across industries are responding to the accelerating pace of technological change, leveraging disruption as a catalyst for growth and competitive advantage. The digital revolution is not merely transforming business operations, it is fundamentally redefining the nature of innovation.Featuring a diverse collection of research, case studies, and expert insights,
... Read more
Advanced Information-Measuring Technologies and Systems II

Edited by Volodymyr Eremenko, Artur Zaporozhets ...

Series series Engineering (R0)
This book, the second volume of the book “Advanced Information-Measuring Technologies andSystems,” is a testament to the collaborative efforts of the Department of Information-MeasuringTechnologies of the National Technical University of Ukraine “Igor Sikorsky Kyiv PolytechnicInstitute” and the General Energy Institute of the National Academy of Sciences of Ukraine. Itpresents the main scientific ... Read more

$224.99 USD

This book, the second volume of the book “Advanced Information-Measuring Technologies andSystems,” is a testament to the collaborative efforts of the Department of Information-MeasuringTechnologies of the National Technical University of Ukraine “Igor Sikorsky Kyiv PolytechnicInstitute” and the General Energy Institute of the National Academy of Sciences of Ukraine. Itpresents the main scientific
... Read more
Digital Systems and Information Technologies in the Energy Sector

Edited by Igor Ilin, Ma Youzhong ...

Series series Intelligent Technologies and Robotics (R0)
Digital transformation and energy transition are undoubtedly the key trends of the last decade that are fundamentally changing the way countries, regions and the global community conduct their economic activities. At first glance, these are phenomena of completely different nature. The editors and authors of the book offer a closer look at the specifics of the development of each trend, the nature ... Read more

$197.99 USD

Digital transformation and energy transition are undoubtedly the key trends of the last decade that are fundamentally changing the way countries, regions and the global community conduct their economic activities. At first glance, these are phenomena of completely different nature. The editors and authors of the book offer a closer look at the specifics of the development of each trend, the nature
... Read more
Intelligent and Fuzzy Systems

Artificial Intelligence in Human-Centric, Resilient and Sustainable Industries, Proceedings of the INFUS 2025 Conference, Volume 4

Edited by Cengiz Kahraman, Selcuk Cebi, Basar Oztaysi, Sezi Cevik Onar, Cagrı Tolga, Irem Ucal Sari, İrem Otay ...

Series series Springer Nature Proceedings excluding Computer Science
Artificial Intelligence in Human-Centric, Resilient & Sustainable IndustriesThis book focuses on benefiting artificial intelligent tools in our business and social life under emerging conditions. Human-centric, resilient, and sustainable industries are built on ideals like human-centricity, ecological advantages, or social benefits. The mission of human-centric artificial intelligence is to ... Read more

$224.99 USD

Artificial Intelligence in Human-Centric, Resilient & Sustainable IndustriesThis book focuses on benefiting artificial intelligent tools in our business and social life under emerging conditions. Human-centric, resilient, and sustainable industries are built on ideals like human-centricity, ecological advantages, or social benefits. The mission of human-centric artificial intelligence is to
... 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 series Intelligent Technologies and Robotics (R0)
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
Smart Business and Technologies

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

Edited by 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 ... Read more

$269.99 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
... Read more
Advances in Artificial Intelligence and Smart Environments: Proceedings of ICAISE 2025

Volume 3

Edited by Yousef Farhaoui, Hamed Taherdoost, Ahmed Jemal, Mohamed Fnadi, Rubayyi T. Alqahtani, Bharat Bhushan ...

Series series Springer Nature Proceedings excluding Computer Science
This book provides a comprehensive collection of recent research addressing practical and emerging challenges in intelligent technologies and smart environments. It highlights innovative methods, real-world applications, and interdisciplinary solutions that support the development of intelligent systems capable of improving efficiency, sustainability, and decision-making in modern digital ... Read more

$224.99 USD

This book provides a comprehensive collection of recent research addressing practical and emerging challenges in intelligent technologies and smart environments. It highlights innovative methods, real-world applications, and interdisciplinary solutions that support the development of intelligent systems capable of improving efficiency, sustainability, and decision-making in modern digital
... Read more
Smart Technologies in Data Science and Communication

Proceedings of SMART-DSC 2022

Edited by Kingsley A. Ogudo, Sanjoy Kumar Saha, Debnath Bhattacharyya ...

Series series Springer Nature Proceedings excluding Computer Science
This book features high-quality, peer-reviewed research papers presented at the Fifth International Conference on Smart Technologies in Data Science and Communication (SMARTDSC 2022), held Koneru Lakshmaiah Education Foundation, Guntur, Andhra Pradesh, India, on 16 – 17 June 2022. It includes innovative and novel contributions in the areas of data analytics, communication and soft computing. ... Read more

$215.99 USD

This book features high-quality, peer-reviewed research papers presented at the Fifth International Conference on Smart Technologies in Data Science and Communication (SMARTDSC 2022), held Koneru Lakshmaiah Education Foundation, Guntur, Andhra Pradesh, India, on 16 – 17 June 2022. It includes innovative and novel contributions in the areas of data analytics, communication and soft computing.
... Read more
人腦與AI腦的新協作革命：從分析師到創造者的工作模式根本改變

by 陳永隆, 曾憲鈺, 蔡承佳 ...

重新定義「AI 工作者」。不只是工程師的事，所有知識工作者都有份。AI的故事，從一群天才數學家的夢想開始：機器，能不能像人一樣思考？1950 年，英國數學家艾倫·圖靈提出「圖靈測試」，像一道閃電劈開了這個問題的序幕。 1956 年的達特茅斯會議，正式把這個夢想命名為「人工智慧」。這本書不教你 AI 工具，也不嚇你哪些工作快消失。它要回答的，是現在每個知識工作者心裡都在轉、卻沒人真正說清楚的問題：當AI已經比人更會分析、更會產出，人真正不可取代的是什麼？我們的答案很清楚：未來不是人對抗 AI，而是「善用雙腦協作的人」全面取代只靠自己單打獨鬥的人。我們把 AI 定位成「第二顆腦」，AI 負責分析、列舉、加速；人負責價值判斷、跨界創造、以及最後拍板。這本書想做的，不是讓你跑得更快，而是讓你想得更深、判得更準。在這個聰明助手已經無所不在的時代，找回真正屬於人的優勢。 ... Read more

$11.99 USD

重新定義「AI 工作者」。不只是工程師的事，所有知識工作者都有份。AI的故事，從一群天才數學家的夢想開始：機器，能不能像人一樣思考？1950 年，英國數學家艾倫·圖靈提出「圖靈測試」，像一道閃電劈開了這個問題的序幕。 1956 年的達特茅斯會議，正式把這個夢想命名為「人工智慧」。這本書不教你 AI 工具，也不嚇你哪些工作快消失。它要回答的，是現在每個知識工作者心裡都在轉、卻沒人真正說清楚的問題：當AI已經比人更會分析、更會產出，人真正不可取代的是什麼？我們的答案很清楚：未來不是人對抗 AI，而是「善用雙腦協作的人」全面取代只靠自己單打獨鬥的人。我們把 AI 定位成「第二顆腦」，AI 負責分析、列舉、加速；人負責價值判斷、跨界創造、以及最後拍板。這本書想做的，不是讓你跑得更快，而是讓你想得更深、判得更準。在這個聰明助手已經無所不在的時代，找回真正屬於人的優勢。
... Read more
Fuzzy Systems, Soft Computing, and Explainable AI

Edited by Barnabas Bede, Kelly Cohen, Vladik Kreinovich ...

Series series Springer Nature Proceedings excluding Computer Science
This book is about techniques that can make AI more explainable.While AI techniques have been spectacularly successful, they are not perfect: their answers are often wrong. To distinguish between great and flawed recommendations, it is desirable to make AI systems explain their recommendations.This means translating numerical computations—that AI systems perform—into human-understandable natural ... Read more

$224.99 USD

This book is about techniques that can make AI more explainable.While AI techniques have been spectacularly successful, they are not perfect: their answers are often wrong. To distinguish between great and flawed recommendations, it is desirable to make AI systems explain their recommendations.This means translating numerical computations—that AI systems perform—into human-understandable natural
... Read more
5G時代大未來

利用大數據打造競爭優勢，從Big Data到 Smart Life

by 顏長川 ...

Series series BIG
跨界混搭，異業結合，智慧生活面對5G時代，你準備好了嗎？高通執行長莫倫科夫說：5G將成為人類發明電力以來最重要的事！張忠謀先生認為，物聯網IoT是Next Big Thing！**經濟、行銷、商機，**百倍速時代，挑戰就是機會，只要能跨、敢變、夠快，就能搶奪先機，打造競爭優勢！◤一次掌握5G****產業未來打造台灣「數位國家、智慧島嶼」，一起來深入認識5G，發展5... ... Read more

$7.99 USD or Free with Kobo Plus

跨界混搭，異業結合，智慧生活面對5G時代，你準備好了嗎？高通執行長莫倫科夫說：5G將成為人類發明電力以來最重要的事！張忠謀先生認為，物聯網IoT是Next Big Thing！**經濟、行銷、商機，**百倍速時代，挑戰就是機會，只要能跨、敢變、夠快，就能搶奪先機，打造競爭優勢！◤一次掌握5G****產業未來打造台灣「數位國家、智慧島嶼」，一起來深入認識5G，發展5...
... Read more
Integrating Big Data and IoT for Enhanced Decision-Making Systems in Business

Volume 2

Edited by Reem Khamis Hamdan ...

Series series Intelligent Technologies and Robotics (R0)
This book explores the synergy between big data and IoT in revolutionizing decision-making systems for businesses. This book delves into innovative strategies, practical insights, and real-world applications, helping organizations harness data-driven solutions to enhance operational efficiency and strategic decision-making. This book is a must-read for business leaders and tech enthusiasts alike. ... Read more

$197.99 USD

This book explores the synergy between big data and IoT in revolutionizing decision-making systems for businesses. This book delves into innovative strategies, practical insights, and real-world applications, helping organizations harness data-driven solutions to enhance operational efficiency and strategic decision-making. This book is a must-read for business leaders and tech enthusiasts alike.
... Read more
PostgreSQL 18 Cookbook, Third Edition

by Peter G ...

This thoroughly revised 3rd edition troubleshoots through real failure modes, diagnostic techniques, and remediation patterns drawn from years of operating PostgreSQL at scale. In this cookbook, you install PostgreSQL 18, create and design schemas, configure clusters to automatically switch over in case something goes wrong, keep your connections secure using OAuth 2.0, and perform PITR to get ... Read more

$29.99 USD or Free with Kobo Plus

This thoroughly revised 3rd edition troubleshoots through real failure modes, diagnostic techniques, and remediation patterns drawn from years of operating PostgreSQL at scale. In this cookbook, you install PostgreSQL 18, create and design schemas, configure clusters to automatically switch over in case something goes wrong, keep your connections secure using OAuth 2.0, and perform PITR to get
... Read more
Cloud Analytics with Google Cloud Platform

An end-to-end guide to processing and analyzing big data using Google Cloud Platform

by Sanket Thodge ...

Combine the power of analytics and cloud computing for faster and efficient insightsKey Features\[\*\]Master the concept of analytics on the cloud: and how organizations are using it\[\*\]Learn the design considerations and while applying a cloud analytics solution\[\*\]Design an end-to-end analytics pipeline on the cloudBook DescriptionWith the ongoing data explosion, more and more organizations ... Read more

$34.99 USD or Free with Kobo Plus

Combine the power of analytics and cloud computing for faster and efficient insightsKey Features\[\*\]Master the concept of analytics on the cloud: and how organizations are using it\[\*\]Learn the design considerations and while applying a cloud analytics solution\[\*\]Design an end-to-end analytics pipeline on the cloudBook DescriptionWith the ongoing data explosion, more and more organizations
... Read more
Learning AWK Programming

A fast, and simple cutting-edge utility for text-processing on the Unix-like environment

by Shiwang Kalkhanda ...

Text processing and pattern matching simplifiedKey Features-Master the fastest and most elegant big data munging language-Implement text processing and pattern matching using the advanced features of AWK and GAWK-Implement debugging and inter-process communication using GAWKBook DescriptionAWK is one of the most primitive and powerful utilities which exists in all Unix and Unix-like distributions. ... Read more

$34.99 USD or Free with Kobo Plus

Text processing and pattern matching simplifiedKey Features-Master the fastest and most elegant big data munging language-Implement text processing and pattern matching using the advanced features of AWK and GAWK-Implement debugging and inter-process communication using GAWKBook DescriptionAWK is one of the most primitive and powerful utilities which exists in all Unix and Unix-like distributions.
... Read more
Handbook of Research on Academic Libraries as Partners in Data Science Ecosystems

Edited by Nandita S. Mani, Michelle A. Cawley ...

Beyond providing space for data science activities, academic libraries are often overlooked in the data science landscape that is emerging at academic research institutions. Although some academic libraries are collaborating in specific ways in a small subset of institutions, there is much untapped potential for developing partnerships. As library and information science roles continue to evolve ... Read more

$229.49 USD

Beyond providing space for data science activities, academic libraries are often overlooked in the data science landscape that is emerging at academic research institutions. Although some academic libraries are collaborating in specific ways in a small subset of institutions, there is much untapped potential for developing partnerships. As library and information science roles continue to evolve
... Read more
The Well-Grounded Data Analyst

Solve messy data problems like a pro

by David Asboth ...

Series series The Well-Grounded
Complete eight data science projects that lock in important real-world skills—along with a practical process you can use to learn any new technique quickly and efficiently.Data analysts need to be problem solvers—and The Well-Grounded Data Analyst will teach you how to solve the most common problems you'll face in industry. You'll explore eight scenarios that your class or bootcamp won’t have ... Read more

$49.99 USD

Complete eight data science projects that lock in important real-world skills—along with a practical process you can use to learn any new technique quickly and efficiently.Data analysts need to be problem solvers—and The Well-Grounded Data Analyst will teach you how to solve the most common problems you'll face in industry. You'll explore eight scenarios that your class or bootcamp won’t have
... Read more
THE BREATHING ARCHIVE

by Chan Singh ...

For ten thousand years, stories were frozen in time. Carved in stone. Pressed into pages. Projected onto screens. Beautiful, powerful—but ultimately static. Every tale had one version, one truth, one unchanging path. That era is over. We stand at the threshold of something unprecedented: stories that breathe. Narratives that remember. Worlds that evolve in response to those who enter them. The ... Read more

$15.99 USD

For ten thousand years, stories were frozen in time. Carved in stone. Pressed into pages. Projected onto screens. Beautiful, powerful—but ultimately static. Every tale had one version, one truth, one unchanging path. That era is over. We stand at the threshold of something unprecedented: stories that breathe. Narratives that remember. Worlds that evolve in response to those who enter them. The
... Read more
Programming Elastic MapReduce

Using AWS Services to Build an End-to-End Application

by Kevin Schmidt, Christopher Phillips ...

Although you don’t need a large computing infrastructure to process massive amounts of data with Apache Hadoop, it can still be difficult to get started. This practical guide shows you how to quickly launch data analysis projects in the cloud by using Amazon Elastic MapReduce (EMR), the hosted Hadoop framework in Amazon Web Services (AWS).Authors Kevin Schmidt and Christopher Phillips demonstrate ... Read more

$21.99 USD

Although you don’t need a large computing infrastructure to process massive amounts of data with Apache Hadoop, it can still be difficult to get started. This practical guide shows you how to quickly launch data analysis projects in the cloud by using Amazon Elastic MapReduce (EMR), the hosted Hadoop framework in Amazon Web Services (AWS).Authors Kevin Schmidt and Christopher Phillips demonstrate
... Read more
Microsoft Fabric Data Factory Playbook

Design, orchestrate, and scale reliable data pipelines with CI/CD, monitoring, and optimization

by Mark Kromer ...

Build, orchestrate, and optimize enterprise-grade data pipelines in Microsoft Fabric Data Factory with real-world patterns, CI/CD workflows, and performance tuning techniques.Key FeaturesBuild scalable pipelines using low-code and Apache Airflow JobsApply reusable patterns for orchestration, CI/CD, and monitoringOptimize performance, cost, and migration from Azure Data FactoryBook ... Read more

$35.99 USD

PRE-ORDER

Build, orchestrate, and optimize enterprise-grade data pipelines in Microsoft Fabric Data Factory with real-world patterns, CI/CD workflows, and performance tuning techniques.Key FeaturesBuild scalable pipelines using low-code and Apache Airflow JobsApply reusable patterns for orchestration, CI/CD, and monitoringOptimize performance, cost, and migration from Azure Data FactoryBook
... Read more
Foundations of Cloud Computing

by Robert Shimonski ...

Series series Foundations
Foundations of Cloud Computing provides readers with a guidebook to navigating the field of Cloud Computing, including the guiding principles, key concepts, history, terminology, state-of-the-art in research, and a roadmap to where the field intersects and interacts with related fields of research and development. In this age of total connectivity, researchers need to be able to communicate and ... Read more

$134.99 USD

Foundations of Cloud Computing provides readers with a guidebook to navigating the field of Cloud Computing, including the guiding principles, key concepts, history, terminology, state-of-the-art in research, and a roadmap to where the field intersects and interacts with related fields of research and development. In this age of total connectivity, researchers need to be able to communicate and
... Read more

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