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資料格式工程學

從 CSV、JSON 到 Protobuf、Parquet：打造跨平台、可驗證、可演進的資料契約

by Happy eBook Authors ...

資料能被解析，不代表它仍然正確。從前導零、空值、時區與金額精度，到 API 契約、事件版本、個資安全與 Parquet 分析層，《資料格式工程學》帶你理解格式如何改變系統對資料的解讀。本書涵蓋 CSV、JSON、YAML、XML、Avro、Protobuf、Parquet 與 ORC，並以可執行的 HappyShop 案例，示範如何建立跨平台、可驗證、可演進的資料契約。 ... Read more

$8.00 CAD or Free with Kobo Plus

資料能被解析，不代表它仍然正確。從前導零、空值、時區與金額精度，到 API 契約、事件版本、個資安全與 Parquet 分析層，《資料格式工程學》帶你理解格式如何改變系統對資料的解讀。本書涵蓋 CSV、JSON、YAML、XML、Avro、Protobuf、Parquet 與 ORC，並以可執行的 HappyShop 案例，示範如何建立跨平台、可驗證、可演進的資料契約。
... Read more
Data Engineering with Databricks Cookbook

Build effective data and AI solutions using Apache Spark, Databricks, and Delta Lake

by Pulkit Chadha ...

Work through 70 recipes for implementing reliable data pipelines with Apache Spark, optimally store and process structured and unstructured data in Delta Lake, and use Databricks to orchestrate and govern your dataKey FeaturesLearn data ingestion, data transformation, and data management techniques using Apache Spark and Delta LakeGain practical guidance on using Delta Lake tables and ... Read more

$40.79 CAD or Free with Kobo Plus

Work through 70 recipes for implementing reliable data pipelines with Apache Spark, optimally store and process structured and unstructured data in Delta Lake, and use Databricks to orchestrate and govern your dataKey FeaturesLearn data ingestion, data transformation, and data management techniques using Apache Spark and Delta LakeGain practical guidance on using Delta Lake tables and
... Read more
Ethics of Data and Analytics

Concepts and Cases

by Kirsten Martin ...

The ethics of data and analytics, in many ways, is no different than any endeavor to find the "right" answer. When a business chooses a supplier, funds a new product, or hires an employee, managers are making decisions with moral implications. The decisions in business, like all decisions, have a moral component in that people can benefit or be harmed, rules are followed or broken, people are ... Read more

$122.29 CAD

The ethics of data and analytics, in many ways, is no different than any endeavor to find the "right" answer. When a business chooses a supplier, funds a new product, or hires an employee, managers are making decisions with moral implications. The decisions in business, like all decisions, have a moral component in that people can benefit or be harmed, rules are followed or broken, people are
... Read more
Data Labeling in Machine Learning with Python

Explore modern ways to prepare labeled data for training and fine-tuning ML and generative AI models

by Vijaya Kumar Suda ...

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data ... Read more

$42.39 CAD or Free with Kobo Plus

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data
... Read more
Inside Generative AI: A Deep Dive Into Generative AI For Beginners, Professionals, and New Career Seekers

by Rick Spair ...

Generative AI represents a groundbreaking frontier in the realm of artificial intelligence, where machines not only learn from data but also create new data, mimicking the inventive processes of human creativity. This book is a comprehensive guide that explores the depths of generative AI, from foundational concepts to advanced applications, and provides a rich array of hands-on projects and real ... Read more

$20.99 CAD or Free with Kobo Plus

Generative AI represents a groundbreaking frontier in the realm of artificial intelligence, where machines not only learn from data but also create new data, mimicking the inventive processes of human creativity. This book is a comprehensive guide that explores the depths of generative AI, from foundational concepts to advanced applications, and provides a rich array of hands-on projects and real
... Read more
Bad Data

Why We Measure the Wrong Things and Often Miss the Metrics That Matter

by Peter Schryvers ...

Highlights the pitfalls of data analysis and emphasizes the importance of using the appropriate metrics before making key decisions. Big data is often touted as the key to understanding almost every aspect of contemporary life. This critique of "information hubris" shows that even more important than data is finding the right metrics to evaluate it. The author, an expert in environmental design ... Read more

$30.99 CAD

Highlights the pitfalls of data analysis and emphasizes the importance of using the appropriate metrics before making key decisions. Big data is often touted as the key to understanding almost every aspect of contemporary life. This critique of "information hubris" shows that even more important than data is finding the right metrics to evaluate it. The author, an expert in environmental design
... Read more
Why More Data Doesn’t Fix AI Understanding

by Sandeep Chavan ...

Artificial intelligence has access to more information than any individual human could ever process. Modern AI systems can retrieve documents, analyze enormous context windows, recognize patterns across billions of examples, combine text with images and sound, remember earlier interactions, and generate remarkably fluent answers.But does possessing more information mean that a system understands ... Read more

$56.99 CAD or Free with Kobo Plus

Artificial intelligence has access to more information than any individual human could ever process. Modern AI systems can retrieve documents, analyze enormous context windows, recognize patterns across billions of examples, combine text with images and sound, remember earlier interactions, and generate remarkably fluent answers.But does possessing more information mean that a system understands
... Read more
Hadoop Blueprints

Use Hadoop to solve business problems by learning from a rich set of real-life case studies

by Anurag Shrivastava, Tanmay Deshpande, Sudheesh Narayan ...

Use Hadoop to solve business problems by learning from a rich set of real-life case studiesKey Features\[\*\]Solve real-world business problems using Hadoop and other Big Data technologies\[\*\]Build efficient data lakes in Hadoop, and develop systems for various business cases like improving marketing campaigns, fraud detection, and more\[\*\]Power packed with six case studies to get you going ... Read more

$41.59 CAD or Free with Kobo Plus

Use Hadoop to solve business problems by learning from a rich set of real-life case studiesKey Features\[\*\]Solve real-world business problems using Hadoop and other Big Data technologies\[\*\]Build efficient data lakes in Hadoop, and develop systems for various business cases like improving marketing campaigns, fraud detection, and more\[\*\]Power packed with six case studies to get you going
... Read more
Build a Robo-Advisor with Python (From Scratch)

by Rob Reider ...

Take control of your wealth management by building your own reliable, effective, and automated financial advisor tool.Automated digital financial advisors—also called robo-advisors—manage billions of dollars in assets. Follow the step-by-step instructions in this hands-on guide, and you’ll learn to build your robo-advisor capable of managing a real investing strategy.In Build a Robo-Advisor with ... Read more

$65.99 CAD

Take control of your wealth management by building your own reliable, effective, and automated financial advisor tool.Automated digital financial advisors—also called robo-advisors—manage billions of dollars in assets. Follow the step-by-step instructions in this hands-on guide, and you’ll learn to build your robo-advisor capable of managing a real investing strategy.In Build a Robo-Advisor with
... Read more
Big Data and Internet of Things

Proceeding of The Seventh International Conference on Big Data and Internet of Things BDIoT'24, Volume 2

Edited by Oussama Mahboub, Khalid Haddouch, Hicham Omara, Mostafa Hefnawi ...

Series series Springer Nature Proceedings excluding Computer Science
"Big Data and Internet of Things" is the latest volume in the renowned Lecture Notes in Networks and Systems series. This book compiles the latest research presented at the Seventh International Conference on Big Data and Internet of Things (BDIoT'24), showcasing innovative solutions, emerging trends, and practical applications in the fields of big data and IoT. An essential read for researchers, ... Read more

$243.39 CAD

"Big Data and Internet of Things" is the latest volume in the renowned Lecture Notes in Networks and Systems series. This book compiles the latest research presented at the Seventh International Conference on Big Data and Internet of Things (BDIoT'24), showcasing innovative solutions, emerging trends, and practical applications in the fields of big data and IoT. An essential read for researchers,
... Read more
Machine Learning System Design

With end-to-end examples

by Valerii Babuskhin, Arseny Kravchenko ...

Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable machine learning systems.From information gathering to release and maintenance, Machine Learning System Design guides you step-by-step through every stage of the machine learning process. Inside, you’ll find a reliable framework for building, maintaining, and improving machine learning ... Read more

$77.99 CAD

Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable machine learning systems.From information gathering to release and maintenance, Machine Learning System Design guides you step-by-step through every stage of the machine learning process. Inside, you’ll find a reliable framework for building, maintaining, and improving machine learning
... Read more
Big Data en recursos humanos

Analytics y métricas para optimizar el rendimiento

by Bernard Marr ...

Participar en diálogos sobre competencias clave en su entorno profesional, conocer un mercado – tecnológico – en constante expansión, realizar breve inmersión en el mundo analítico actual y ser capaz de acceder a casos de éxito en distintos sectores. - Entender el contexto en el que se sitúa el big data y cómo surge a través del desarrollo de diferentes soluciones para trabajar con los datos, así ... Read more

$16.99 CAD or Free with Kobo Plus

Participar en diálogos sobre competencias clave en su entorno profesional, conocer un mercado – tecnológico – en constante expansión, realizar breve inmersión en el mundo analítico actual y ser capaz de acceder a casos de éxito en distintos sectores. - Entender el contexto en el que se sitúa el big data y cómo surge a través del desarrollo de diferentes soluciones para trabajar con los datos, así
... Read more
Scaling Python with Dask

From Data Science to Machine Learning

by Holden Karau, Mika Kimmins ...

Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it easy to parallelize PyData libraries including ... Read more

$67.99 CAD

Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it easy to parallelize PyData libraries including
... Read more
Deep Learning for Natural Language Processing

by Stephan Raaijmakers ...

Explore the most challenging issues of natural language processing, and learn how to solve them with cutting-edge deep learning!Inside Deep Learning for Natural Language Processing you’ll find a wealth of NLP insights, including:An overview of NLP and deep learningOne-hot text representationsWord embeddingsModels for textual similaritySequential NLPSemantic role labelingDeep memory-based ... Read more

$65.99 CAD

Explore the most challenging issues of natural language processing, and learn how to solve them with cutting-edge deep learning!Inside Deep Learning for Natural Language Processing you’ll find a wealth of NLP insights, including:An overview of NLP and deep learningOne-hot text representationsWord embeddingsModels for textual similaritySequential NLPSemantic role labelingDeep memory-based
... Read more
R Bioinformatics Cookbook

Use R and Bioconductor to perform RNAseq, genomics, data visualization, and bioinformatic analysis

by Dan MacLean ...

Over 60 recipes to model and handle real-life biological data using modern libraries from the R ecosystemKey FeaturesApply modern R packages to handle biological data using real-world examplesRepresent biological data with advanced visualizations suitable for research and publicationsHandle real-world problems in bioinformatics such as next-generation sequencing, metagenomics, and automating ... Read more

$51.19 CAD or Free with Kobo Plus

Over 60 recipes to model and handle real-life biological data using modern libraries from the R ecosystemKey FeaturesApply modern R packages to handle biological data using real-world examplesRepresent biological data with advanced visualizations suitable for research and publicationsHandle real-world problems in bioinformatics such as next-generation sequencing, metagenomics, and automating
... Read more
Numerical Computing with Python

Harness the power of Python to analyze and find hidden patterns in the data

by Pratap Dangeti, Allen Yu, Claire Chung, Aldrin Yim, Theodore Petrou ...

Understand, explore, and effectively present data using the powerful data visualization techniques of PythonKey FeaturesUse the power of Pandas and Matplotlib to easily solve data mining issuesUnderstand the basics of statistics to build powerful predictive data modelsGrasp data mining concepts with helpful use-cases and examplesBook DescriptionData mining, or parsing the data to extract useful ... Read more

$43.99 CAD or Free with Kobo Plus

Understand, explore, and effectively present data using the powerful data visualization techniques of PythonKey FeaturesUse the power of Pandas and Matplotlib to easily solve data mining issuesUnderstand the basics of statistics to build powerful predictive data modelsGrasp data mining concepts with helpful use-cases and examplesBook DescriptionData mining, or parsing the data to extract useful
... Read more
Smart data

by Alessandro Chessa ...

Le nostre vite sono pervase dai dati che noi stessi produciamo interagendo sui social e con i nostri device. «Siamo fatti della stessa sostanza dei dati», direbbe oggi Shakespeare: su Facebook, Twitter e WhatsApp, la nostra vita sociale non è altro che una montagna di informazioni che aspetta di essere analizzata. Anche le aziende producono e accumulano dati di ogni tipo. Ed è in arrivo la nuova ... Read more

$9.99 CAD

Le nostre vite sono pervase dai dati che noi stessi produciamo interagendo sui social e con i nostri device. «Siamo fatti della stessa sostanza dei dati», direbbe oggi Shakespeare: su Facebook, Twitter e WhatsApp, la nostra vita sociale non è altro che una montagna di informazioni che aspetta di essere analizzata. Anche le aziende producono e accumulano dati di ogni tipo. Ed è in arrivo la nuova
... Read more
Big Data Analytics Made Easy

by Y. Lakshmi Prasad ...

Big Data Analytics Made Easy is a must-read for everybody as it explains the power of Analytics in a simple and logical way along with an end to end code in R. Even if you are a novice in Big Data Analytics, you will still be able to understand the concepts explained in this book. If you are already working in Analytics and dealing with Big Data, you will still find this book useful, as it covers ... Read more

$12.37 CAD

Big Data Analytics Made Easy is a must-read for everybody as it explains the power of Analytics in a simple and logical way along with an end to end code in R. Even if you are a novice in Big Data Analytics, you will still be able to understand the concepts explained in this book. If you are already working in Analytics and dealing with Big Data, you will still find this book useful, as it covers
... Read more
Principles of Big Data

Preparing, Sharing, and Analyzing Complex Information

by Jules J. Berman ...

Principles of Big Data helps readers avoid the common mistakes that endanger all Big Data projects. By stressing simple, fundamental concepts, this book teaches readers how to organize large volumes of complex data, and how to achieve data permanence when the content of the data is constantly changing. General methods for data verification and validation, as specifically applied to Big Data ... Read more

$56.79 CAD

Principles of Big Data helps readers avoid the common mistakes that endanger all Big Data projects. By stressing simple, fundamental concepts, this book teaches readers how to organize large volumes of complex data, and how to achieve data permanence when the content of the data is constantly changing. General methods for data verification and validation, as specifically applied to Big Data
... Read more
Advances In Digital Document Processing And Retrieval

by Bidyut Baran Chaudhuri, Swapan Kumar Parui ...

Series Book 13 - Statistical Science And Interdisciplinary Research
From the participation of researchers in most important international conferences in the field, it is noted that activities in automatic document processing have been continuously growing. This book is an edited volume in Digital Document Processing where the chapters are written by several internationally renowned researchers in the domain. It will be useful for both students and researchers ... Read more

$59.39 CAD

From the participation of researchers in most important international conferences in the field, it is noted that activities in automatic document processing have been continuously growing. This book is an edited volume in Digital Document Processing where the chapters are written by several internationally renowned researchers in the domain. It will be useful for both students and researchers
... Read more
Advanced Information Networking and Applications

Proceedings of the 39th International Conference on Advanced Information Networking and Applications (AINA-2025), Volume 7

Edited by Leonard Barolli ...

Series series Springer Nature Proceedings excluding Computer Science
Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important ... Read more

$267.69 CAD

Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important
... Read more
Data Governance with Unity Catalog on Databricks

Implement Data and AI Governance with Databricks Data Intelligence Platform

by Kiran Sreekumar, Karthik Subbarao ...

Organizations collecting and using personal data must now heed a growing body of regulations, and the penalties for noncompliance are stiff. The ubiquity of the cloud and the advent of generative AI have only made it more crucial to govern data appropriately. Thousands of companies have turned to Databricks Unity Catalog to simplify data governance and manage their data and AI assets more ... Read more

$59.99 CAD

Organizations collecting and using personal data must now heed a growing body of regulations, and the penalties for noncompliance are stiff. The ubiquity of the cloud and the advent of generative AI have only made it more crucial to govern data appropriately. Thousands of companies have turned to Databricks Unity Catalog to simplify data governance and manage their data and AI assets more
... Read more
Ultimate GenAI for Financial Accounting

by Tulay Guneysel ...

Build Auditable Intelligence for Modern Financial TasksBook DescriptionGenerative AI is transforming financial accounting, and professionals who understand how to apply it responsibly will define the future of the field.In Ultimate GenAI for Financial Accounting, you will start by building a clear foundation in Artificial Intelligence and Generative AI through an accounting and governance lens ... Read more

$27.19 CAD

Build Auditable Intelligence for Modern Financial TasksBook DescriptionGenerative AI is transforming financial accounting, and professionals who understand how to apply it responsibly will define the future of the field.In Ultimate GenAI for Financial Accounting, you will start by building a clear foundation in Artificial Intelligence and Generative AI through an accounting and governance lens
... Read more
A Handbook For Developing The CISO MINDSET: Transform from Cyber Leader to Strategic Guardian.

Skill Up, #1

by Vijay Banda ...

Series Book 1 - Skill Up
A Handbook for Developing the CISO MINDSET: Transform from Cyber Leader to Strategic GuardianYour technical skills got you the job. Your mindset will determine your legacy.In the high-stakes world of 2026, data is more than "the new gold"—it is the nervous system of modern sovereignty. Yet, many talented cybersecurity professionals remain stuck in the "Hero Technician" trap, focusing on fire ... Read more

$13.99 CAD or Free with Kobo Plus

A Handbook for Developing the CISO MINDSET: Transform from Cyber Leader to Strategic GuardianYour technical skills got you the job. Your mindset will determine your legacy.In the high-stakes world of 2026, data is more than "the new gold"—it is the nervous system of modern sovereignty. Yet, many talented cybersecurity professionals remain stuck in the "Hero Technician" trap, focusing on fire
... Read more

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