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Recommended For You

Designing Data-Intensive Applications

The Big Ideas Behind Reliable, Scalable, and Maintainable Systems

by Martin Kleppmann, Chris Riccomini ...

Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data warehouses, and data lakes. There are cloud services, on-premises services, and embedded databases. What ... Read more

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Data is at the center of many challenges in system design today. Difficult issues such as scalability, consistency, reliability, efficiency, and maintainability need to be resolved. In addition, there's an overwhelming variety of systems, including relational databases, NoSQL datastores, data warehouses, and data lakes. There are cloud services, on-premises services, and embedded databases. What
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SuperFreakonomics

Global Cooling, Patriotic Prostitutes, and Why Suicide Bombers Should Buy Life Insurance

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Freakonomics lived on the New York Times bestseller list for an astonishing two years. Now authors Steven D. Levitt and Stephen J. Dubner return with more iconoclastic insights and observations in SuperFreakonomics—the long awaited follow-up to their New York Times Notable blockbuster. Based on revolutionary research and original studies, SuperFreakonomics promises to once again challenge our view
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Deciphering Data Architectures

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Data fabric, data lakehouse, and data mesh have recently appeared as viable alternatives to the modern data warehouse. These new architectures have solid benefits, but they're also surrounded by a lot of hyperbole and confusion. This practical book provides a guided tour of these architectures to help data professionals understand the pros and cons of each.James Serra, big data and data ... Read more

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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。
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Design and build data-product-centered socio-technical architectures

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Learn everything you need to know to manage data as a product and shift toward a more modular and decentralized socio-technical data architecture to deliver business value in an incremental, measurable, and sustainable way Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesLeverage data-as-product to unlock the modular platform potential and fix flaws in ... Read more

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Fundamentals of Data Engineering

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Propose a new scalable data architecture paradigm, Data Lakehouse, that addresses the limitations of current data architecture patternsKey FeaturesUnderstand how data is ingested, stored, served, governed, and secured for enabling data analyticsExplore a practical way to implement Data Lakehouse using cloud computing platforms like AzureCombine multiple architectural patterns based on an
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Speak Data

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The first pop nonfiction book to explore the definition of data and how we can learn to speak that language features thought-provoking conversations with 17 extraordinary leaders in business, tech, medicine, psychology, health, art, and more who share new ideas about data, unpacking its powerful ability to reveal patterns, tell stories, stir emotion, and illuminate complexity.Data may be the most ... Read more

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The Ascent of Information

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**“Full of fascinating insights drawn from an impressive range of disciplines, The Ascent of Information casts the familiar and the foreign in a dramatic new light.” —Brian Greene, author of The Elegant UniverseYour information has a life of its own, and it’s using you to get what it wants.**One of the most peculiar and possibly unique features of humans is the vast amount of information we carry
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Feedback Control for Computer Systems

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How can you take advantage of feedback control for enterprise programming? With this book, author Philipp K. Janert demonstrates how the same principles that govern cruise control in your car also apply to data center management and other enterprise systems. Through case studies and hands-on simulations, you’ll learn methods to solve several control issues, including mechanisms to spin up more
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RAG from First Principles

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Visualizing Streaming Data

Interactive Analysis Beyond Static Limits

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While tools for analyzing streaming and real-time data are gaining adoption, the ability to visualize these data types has yet to catch up. Dashboards are good at conveying daily or weekly data trends at a glance, though capturing snapshots when data is transforming from moment to moment is more difficult—but not impossible.With this practical guide, application designers, data scientists, and ... Read more

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While tools for analyzing streaming and real-time data are gaining adoption, the ability to visualize these data types has yet to catch up. Dashboards are good at conveying daily or weekly data trends at a glance, though capturing snapshots when data is transforming from moment to moment is more difficult—but not impossible.With this practical guide, application designers, data scientists, and
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数据科学原理

Chinese Edition

by Posts & Telecom Press, Sinan Ozdemir ...

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"You Are Not Expected to Understand This"

How 26 Lines of Code Changed the World

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Leading technologists, historians, and journalists reveal the stories behind the computer coding that touches all aspects of life—for better or worseFew of us give much thought to computer code or how it comes to be. The very word “code” makes it sound immutable or even inevitable. “You Are Not Expected to Understand This” demonstrates that, far from being preordained, computer code is the result ... Read more

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Leading technologists, historians, and journalists reveal the stories behind the computer coding that touches all aspects of life—for better or worseFew of us give much thought to computer code or how it comes to be. The very word “code” makes it sound immutable or even inevitable. “You Are Not Expected to Understand This” demonstrates that, far from being preordained, computer code is the result
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Splunk 9.x Enterprise Certified Admin Guide

Ace the Splunk Enterprise Certified Admin exam with the help of this comprehensive prep guide

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Find all the information, exercises, and tools to ace the Splunk Enterprise Certified Admin exam in one placeKey FeaturesExplore various administration topics including installation, configuration, and user managementGain a deep understanding of data inputs, parsing, and field extractionExcel in the Splunk Enterprise Admin exam with the help of self-assessment questions and mock examsPurchase of ... Read more

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Machine Learning for Beginners

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Federated Identity Primer

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Identity authentication and authorization are integral tasks in today's digital world. As businesses become more technologically integrated and consumers use more web services, the questions of identity security and accessibility are becoming more prevalent. Federated identity links user credentials across multiple systems and services, altering both the utility and security landscape of both. In ... Read more

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Identity authentication and authorization are integral tasks in today's digital world. As businesses become more technologically integrated and consumers use more web services, the questions of identity security and accessibility are becoming more prevalent. Federated identity links user credentials across multiple systems and services, altering both the utility and security landscape of both. In
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XSLT

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After years of anticipation and delay, the W3C finally released the XSLT 2.0 standard in January 2007. The revised edition of this classic book offers practical, real-world examples that demonstrate how you can apply XSLT stylesheets to XML data using either the new specification, or the older XSLT 1.0 standard.XSLT is a critical language for converting XML documents into other formats, such as ... Read more

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Stream Processing with Apache Spark

Mastering Structured Streaming and Spark Streaming

by Gerard Maas, Francois Garillot ...

Before you can build analytics tools to gain quick insights, you first need to know how to process data in real time. With this practical guide, developers familiar with Apache Spark will learn how to put this in-memory framework to use for streaming data. You’ll discover how Spark enables you to write streaming jobs in almost the same way you write batch jobs.Authors Gerard Maas and François ... Read more

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Before you can build analytics tools to gain quick insights, you first need to know how to process data in real time. With this practical guide, developers familiar with Apache Spark will learn how to put this in-memory framework to use for streaming data. You’ll discover how Spark enables you to write streaming jobs in almost the same way you write batch jobs.Authors Gerard Maas and François
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Hands-On Machine Learning with C++

Build, train, and deploy end-to-end machine learning and deep learning pipelines

by Kirill Kolodiazhnyi ...

Implement supervised and unsupervised machine learning algorithms using C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib with the help of real-world examples and datasetsKey FeaturesBecome familiar with data processing, performance measuring, and model selection using various C++ librariesImplement practical machine learning and deep learning techniques to build ... Read more

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Implement supervised and unsupervised machine learning algorithms using C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib with the help of real-world examples and datasetsKey FeaturesBecome familiar with data processing, performance measuring, and model selection using various C++ librariesImplement practical machine learning and deep learning techniques to build
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Recommended For You

Data Processing eBooks

Designing Data-Intensive Applications

SuperFreakonomics

Deciphering Data Architectures

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

Managing Data as a Product

Fundamentals of Data Engineering

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Data Quality Fundamentals

Data-Driven Hollywood

Creating a Data-Driven Organization

Data Lakehouse in Action

Speak Data

The Ascent of Information

Feedback Control for Computer Systems

RAG from First Principles

Visualizing Streaming Data

数据科学原理

"You Are Not Expected to Understand This"

Splunk 9.x Enterprise Certified Admin Guide

Machine Learning for Beginners

Federated Identity Primer

XSLT

Stream Processing with Apache Spark

Hands-On Machine Learning with C++