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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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Everybody Lies

Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are

by Seth Stephens-Davidowitz ...

An Economist Best Book of the YearA PBS NewsHour Book of the YearAn Entrepeneur Top Business BookAn Amazon Best Book of the Year in Business and LeadershipNew York Times BestsellerForeword by Steven Pinker, author of The Better Angels of our NatureBlending the informed analysis of The Signal and the Noi... ... Read more

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An Economist Best Book of the YearA PBS NewsHour Book of the YearAn Entrepeneur Top Business BookAn Amazon Best Book of the Year in Business and LeadershipNew York Times BestsellerForeword by Steven Pinker, author of The Better Angels of our NatureBlending the informed analysis of The Signal and the Noi...
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Trustworthy Online Controlled Experiments

A Practical Guide to A/B Testing

by Ron Kohavi, Diane Tang, Ya Xu ...

Getting numbers is easy; getting numbers you can trust is hard. This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft will teach you how to accelerate innovation using trustworthy online controlled experiments, or A/B tests. Based on practical experiences at companies that each run more than 20,000 controlled experiments a year, the authors share examples, pitfalls, ... Read more

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Getting numbers is easy; getting numbers you can trust is hard. This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft will teach you how to accelerate innovation using trustworthy online controlled experiments, or A/B tests. Based on practical experiences at companies that each run more than 20,000 controlled experiments a year, the authors share examples, pitfalls,
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Fundamentals of Data Engineering

Plan and Build Robust Data Systems

by Joe Reis, Matt Housley ...

Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle ... Read more

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Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle
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從零開始了解分散式系統

Distributed Systems From Scratch

by 零的零次方 ...

Series series 從零開始
Google、Instagram、Netflix 背後是成千上萬台機器——它們會壞、會斷線、沒有共同的時鐘，卻要表現得像一台永不當機的電腦。怎麼辦到的？本書用蓋的方式回答：從一台單機的 Key-Value Store 出發，每學一個概念就把它加進系統——複製讓資料不怕單點壞掉、共識演算法（Raft）讓機器們吵架後還能有共同答案、分片讓容量水平擴展、容錯處理讓故障變成日常而不是災難——最後你會親手用 Go 蓋出一個真正能跑的分散式 KV Store。CAP、一致性模型這些課本名詞，全部變成你寫過的程式。適合會寫程式的後端工程師、準備系統設計面試的人，以及想知道「雲」裡面到底長什麼樣的人。《從零開始》系列的每一本，都為沒有背景的讀者而寫：先給直覺與比喻，需要時才端出數學與細節，把一個領域鋪成一條可以自學走完的路。 ... Read more

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Google、Instagram、Netflix 背後是成千上萬台機器——它們會壞、會斷線、沒有共同的時鐘，卻要表現得像一台永不當機的電腦。怎麼辦到的？本書用蓋的方式回答：從一台單機的 Key-Value Store 出發，每學一個概念就把它加進系統——複製讓資料不怕單點壞掉、共識演算法（Raft）讓機器們吵架後還能有共同答案、分片讓容量水平擴展、容錯處理讓故障變成日常而不是災難——最後你會親手用 Go 蓋出一個真正能跑的分散式 KV Store。CAP、一致性模型這些課本名詞，全部變成你寫過的程式。適合會寫程式的後端工程師、準備系統設計面試的人，以及想知道「雲」裡面到底長什麼樣的人。《從零開始》系列的每一本，都為沒有背景的讀者而寫：先給直覺與比喻，需要時才端出數學與細節，把一個領域鋪成一條可以自學走完的路。
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Building Medallion Architectures

Designing with Delta Lake and Spark

by Piethein Strengholt ...

To deliver the insights that give them a competitive advantage, organizations increasingly turn to the proven Medallion architecture. Yet implementing a robust data architecture can be difficult, particularly when it comes to using the Medallion architecture's Bronze, Silver, and Gold layers—done wrong, it can hamper your ability to make data-driven decisions. This practical guide helps you build ... Read more

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To deliver the insights that give them a competitive advantage, organizations increasingly turn to the proven Medallion architecture. Yet implementing a robust data architecture can be difficult, particularly when it comes to using the Medallion architecture's Bronze, Silver, and Gold layers—done wrong, it can hamper your ability to make data-driven decisions. This practical guide helps you build
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暗數據

被看到、被聽到、被測量到的，往往不是「真凶」 Dark Data: Why What We Don’t Know Is Even More Important Than What We Do

by 大衛‧漢德（David Hand） ...

Translated by 賴盈滿 ...

Series series FROM
大數據時代必讀的暗數據解析大作。「只因為沒有人在森林裡聽見樹倒了，不代表樹沒發出聲音。」我們都習慣看向光亮之處，但是黑暗中，看不見的事物裡，必定藏有更多決定性細節。◆本書賣點●《不大可能法則》作者全新著作。所謂暗數據，相當於宇宙中的暗物質、金融界的「黑池」、網路世界的「暗網」，都是不易察覺的事物，但觀察不到，不代表不存在；而觀察得到的東西，也不等於「全部」，尤其是數據。●大數據就像漫畫一般，以簡單幾筆，補捉基本的輪廓，簡化了很多細節。忽略的資訊或數據可能鬧出人命、釀成災害，甚至讓經濟體、社會崩解，生命毀滅。本書揭露暗數據無所不在的事實，其成因及影響。◆內容簡介//在遺漏數據的世界裡做出好決定的務實指南//身處大數據時代，不難以為我們... ... Read more

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大數據時代必讀的暗數據解析大作。「只因為沒有人在森林裡聽見樹倒了，不代表樹沒發出聲音。」我們都習慣看向光亮之處，但是黑暗中，看不見的事物裡，必定藏有更多決定性細節。◆本書賣點●《不大可能法則》作者全新著作。所謂暗數據，相當於宇宙中的暗物質、金融界的「黑池」、網路世界的「暗網」，都是不易察覺的事物，但觀察不到，不代表不存在；而觀察得到的東西，也不等於「全部」，尤其是數據。●大數據就像漫畫一般，以簡單幾筆，補捉基本的輪廓，簡化了很多細節。忽略的資訊或數據可能鬧出人命、釀成災害，甚至讓經濟體、社會崩解，生命毀滅。本書揭露暗數據無所不在的事實，其成因及影響。◆內容簡介//在遺漏數據的世界裡做出好決定的務實指南//身處大數據時代，不難以為我們...
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Observability Engineering

Achieving Production Excellence

by Charity Majors, Liz Fong-Jones, George Miranda ...

Observability is the only way to engineer, manage, and improve the business-critical systems that customers depend on every day—and as the complexity of software grows, so does the need for observability. With this thoroughly revised second edition, authors Charity Majors, Liz Fong-Jones, and George Miranda take inventory of the current state of the field and explain how practitioners can evolve ... Read more

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Observability is the only way to engineer, manage, and improve the business-critical systems that customers depend on every day—and as the complexity of software grows, so does the need for observability. With this thoroughly revised second edition, authors Charity Majors, Liz Fong-Jones, and George Miranda take inventory of the current state of the field and explain how practitioners can evolve
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To Think Like a Statistician

by Bradley Efron ...

Why you don’t need to be a statistician to think like oneA fire hose of information bombards us every day, and some of it is even true. Is Bitcoin a good investment? Are hurricanes getting worse? Is the measles vaccine dangerous? Separating the wheat from the chaff is what statisticians do—and there’s lots of chaff. To Think Like a Statistician shares the skills statisticians use to sift through ... Read more

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Why you don’t need to be a statistician to think like oneA fire hose of information bombards us every day, and some of it is even true. Is Bitcoin a good investment? Are hurricanes getting worse? Is the measles vaccine dangerous? Separating the wheat from the chaff is what statisticians do—and there’s lots of chaff. To Think Like a Statistician shares the skills statisticians use to sift through
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Data Literacy Fundamentals

Understanding the Power & Value of Data

by Ben Jones ...

Series Book 1 - The Data Literacy Series
The data revolution has transformed how we work, live, and make decisions-yet most of us never received the education we need to keep up. Data Literacy Fundamentals breaks down the barriers to understanding data, offering a clear, engaging guide to help anyone move from data anxiety to data confidence.This newly expanded second edition arrives at a critical moment, as artificial intelligence ... Read more

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The data revolution has transformed how we work, live, and make decisions-yet most of us never received the education we need to keep up. Data Literacy Fundamentals breaks down the barriers to understanding data, offering a clear, engaging guide to help anyone move from data anxiety to data confidence.This newly expanded second edition arrives at a critical moment, as artificial intelligence
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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

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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。
... Read more
RAG with Python Cookbook

Practical Recipes from Data Preprocessing to LLM Agents

by Dominik Polzer ...

As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intelligent chatbots to autonomous, task-solving agents ... Read more

$48.99 USD

As businesses race to unlock the full potential of large language models (LLMs), a critical challenge has emerged: How do you connect these tools to real-time, external data to solve real-world problems? Retrieval-augmented generation (RAG) is the answer. By combining LLMs with information retrieval, RAG empowers you to build everything from intelligent chatbots to autonomous, task-solving agents
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The Chief Data Officer's Playbook

by Caroline Carruthers, Peter Jackson ...

This fully revised and updated edition of the bestselling Chief Data Officer’s Playbook offers new insights into the role of the CDO and the data environment. Written by two of the world’s leading experts in data driven transformation, it addresses the changes that have taken place in ‘data’, in the role of the ‘CDO’, and the expectations and ambitions of organisations. Most importantly, it will ... Read more

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This fully revised and updated edition of the bestselling Chief Data Officer’s Playbook offers new insights into the role of the CDO and the data environment. Written by two of the world’s leading experts in data driven transformation, it addresses the changes that have taken place in ‘data’, in the role of the ‘CDO’, and the expectations and ambitions of organisations. Most importantly, it will
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Mathletics

How Gamblers, Managers, and Fans Use Mathematics in Sports, Second Edition

by Wayne L. Winston, Scott Nestler, Konstantinos Pelechrinis ...

How to use math to improve performance and predict outcomes in professional sportsMathletics reveals the mathematical methods top coaches and managers use to evaluate players and improve team performance, and gives math enthusiasts the practical skills they need to enhance their understanding and enjoyment of their favorite sports—and maybe even gain the outside edge to winning bets. This second ... Read more

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How to use math to improve performance and predict outcomes in professional sportsMathletics reveals the mathematical methods top coaches and managers use to evaluate players and improve team performance, and gives math enthusiasts the practical skills they need to enhance their understanding and enjoyment of their favorite sports—and maybe even gain the outside edge to winning bets. This second
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Data Management at Scale

Modern Data Architecture with Data Mesh and Data Fabric

by Piethein Strengholt ...

As data management continues to evolve rapidly, managing all of your data in a central place, such as a data warehouse, is no longer scalable. Today's world is about quickly turning data into value. This requires a paradigm shift in the way we federate responsibilities, manage data, and make it available to others. With this practical book, you'll learn how to design a next-gen data architecture ... Read more

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As data management continues to evolve rapidly, managing all of your data in a central place, such as a data warehouse, is no longer scalable. Today's world is about quickly turning data into value. This requires a paradigm shift in the way we federate responsibilities, manage data, and make it available to others. With this practical book, you'll learn how to design a next-gen data architecture
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Mastering PostgreSQL 17

Elevate your database skills with advanced deployment, optimization, and security strategies

by Hans-Jürgen Schönig ...

Learn advanced PostgreSQL techniques vital for everyday operation and security with a focus on PostgreSQL 17, its new features, and evolving real-world applicationsKey FeaturesOptimize queries and performance for PostgreSQL installationsSecure databases with advanced access controls and encryptionMaster replication, backups, and disaster recovery strategiesPurchase of the print or Kindle book ... Read more

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Learn advanced PostgreSQL techniques vital for everyday operation and security with a focus on PostgreSQL 17, its new features, and evolving real-world applicationsKey FeaturesOptimize queries and performance for PostgreSQL installationsSecure databases with advanced access controls and encryptionMaster replication, backups, and disaster recovery strategiesPurchase of the print or Kindle book
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How to Win the Premier League

The Sunday Times Bestselling Inside Story of Football's Data Revolution

by Ian Graham ...

THE SUNDAY TIMES BESTSELLER AND A FINANCIAL TIMES, SUNDAY TIMES AND TELEGRAPH BOOK OF THE YEAR 2024'The best book on football I have ever read' Daniel Finkelstein'Fascinating and educational. An enjoyable and informative read' Sir Kenny Dalglish'Deserves a place among the great modern books on football' Sam Wallace, chief football writer, Telegraph... ... Read more

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THE SUNDAY TIMES BESTSELLER AND A FINANCIAL TIMES, SUNDAY TIMES AND TELEGRAPH BOOK OF THE YEAR 2024'The best book on football I have ever read' Daniel Finkelstein'Fascinating and educational. An enjoyable and informative read' Sir Kenny Dalglish'Deserves a place among the great modern books on football' Sam Wallace, chief football writer, Telegraph...
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Learning SQL

Generate, Manipulate, and Retrieve Data

by Alan Beaulieu ...

As data floods into your company, you need to put it to work right away—and SQL is the best tool for the job. With the latest edition of this introductory guide, author Alan Beaulieu helps developers get up to speed with SQL fundamentals for writing database applications, performing administrative tasks, and generating reports. You’ll find new chapters on SQL and big data, analytic functions, and ... Read more

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As data floods into your company, you need to put it to work right away—and SQL is the best tool for the job. With the latest edition of this introductory guide, author Alan Beaulieu helps developers get up to speed with SQL fundamentals for writing database applications, performing administrative tasks, and generating reports. You’ll find new chapters on SQL and big data, analytic functions, and
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High Performance MySQL

Proven Strategies for Operating at Scale

by Silvia Botros, Jeremy Tinley ...

How can you realize MySQL's full power? With High Performance MySQL, you'll learn advanced techniques for everything from setting service-level objectives to designing schemas, indexes, and queries to tuning your server, operating system, and hardware to achieve your platform's full potential. This guide also teaches database administrators safe and practical ways to scale applications through ... Read more

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How can you realize MySQL's full power? With High Performance MySQL, you'll learn advanced techniques for everything from setting service-level objectives to designing schemas, indexes, and queries to tuning your server, operating system, and hardware to achieve your platform's full potential. This guide also teaches database administrators safe and practical ways to scale applications through
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Pro Power BI Desktop

by Adam Aspin ...

Series series Professional and Applied Computing (R0)
This book shows how to deliver eye-catching Business Intelligence with Microsoft Power BI Desktop. You can now take data from virtually any source and use it to produce stunning dashboards and compelling reports that will seize your audience’s attention. Slice and dice the data with remarkable ease then add metrics and KPIs to project the insights that create your competitive advantage. Make raw ... Read more

$39.19 USD

This book shows how to deliver eye-catching Business Intelligence with Microsoft Power BI Desktop. You can now take data from virtually any source and use it to produce stunning dashboards and compelling reports that will seize your audience’s attention. Slice and dice the data with remarkable ease then add metrics and KPIs to project the insights that create your competitive advantage. Make raw
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Mulheres invisíveis

O viés dos dados em um mundo projetado para homens

by Caroline Criado Perez ...

Translated by Renata Guerra ...

Como a coleta e o uso dos dados contribuem para o enorme desequilíbrio entre as experiências de homens e mulheres na sociedadeDesde o controle do fogo e o domínio da agricultura até as evoluções tecnológicas da atualidade, as conquistas dos seres humanos sempre começaram com a observação do mundo, algo conhecido hoje como coleta de dados. Como base da ciência, são os dados que determinam a ... Read more

$5.02 USD

Como a coleta e o uso dos dados contribuem para o enorme desequilíbrio entre as experiências de homens e mulheres na sociedadeDesde o controle do fogo e o domínio da agricultura até as evoluções tecnológicas da atualidade, as conquistas dos seres humanos sempre começaram com a observação do mundo, algo conhecido hoje como coleta de dados. Como base da ciência, são os dados que determinam a
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OCP Oracle Certified Professional Java SE 21 Developer Study Guide

by Jeanne Boyarsky, Scott Selikoff ...

Series series Sybex Study Guide
Unlock your Java potential and master the OCP Java SE 21 Developer exam with confidenceDive into the OCP Oracle Certified Professional Java SE 21 Developer Study Guide: Exam 1Z0-830 for a comprehensive journey through the Java SE 21 Developer certification exam. Crafted by a team of seasoned Java professionals, this guide not only prepares you for the 1Z0-830 exam but also equips you with ... Read more

$48.99 USD

Unlock your Java potential and master the OCP Java SE 21 Developer exam with confidenceDive into the OCP Oracle Certified Professional Java SE 21 Developer Study Guide: Exam 1Z0-830 for a comprehensive journey through the Java SE 21 Developer certification exam. Crafted by a team of seasoned Java professionals, this guide not only prepares you for the 1Z0-830 exam but also equips you with
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Targeted

The Cambridge Analytica Whistleblower's Inside Story of How Big Data, Trump, and Facebook Broke Democracy and How It Can Happen Again

by Brittany Kaiser ...

An "important and gripping" memoir by the woman who blew the whistle on Cambridge Analytica and the data industry's unethical practices ( The Washington Post).When Brittany Kaiser joined Cambridge Analytica—the UK-based political consulting firm funded by conservative billionaire and Donald Trump patron Robert Mercer—she was an idealistic young professional, a veteran of Barack Obama's 2008 ... Read more

Was $21.59 USD Now $3.99 USD

An "important and gripping" memoir by the woman who blew the whistle on Cambridge Analytica and the data industry's unethical practices ( The Washington Post).When Brittany Kaiser joined Cambridge Analytica—the UK-based political consulting firm funded by conservative billionaire and Donald Trump patron Robert Mercer—she was an idealistic young professional, a veteran of Barack Obama's 2008
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Using SQLite

Small. Fast. Reliable. Choose Any Three.

by Jay A. Kreibich ...

Application developers, take note: databases aren't just for the IS group any more. You can build database-backed applications for the desktop, Web, embedded systems, or operating systems without linking to heavy-duty client-server databases such as Oracle and MySQL. This book shows you how to use SQLite, a small and lightweight relational database engine that you can build directly into your ... Read more

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Application developers, take note: databases aren't just for the IS group any more. You can build database-backed applications for the desktop, Web, embedded systems, or operating systems without linking to heavy-duty client-server databases such as Oracle and MySQL. This book shows you how to use SQLite, a small and lightweight relational database engine that you can build directly into your
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Recommended For You

Database Management eBooks

Designing Data-Intensive Applications

Everybody Lies

Trustworthy Online Controlled Experiments

Fundamentals of Data Engineering

從零開始了解分散式系統

Building Medallion Architectures

暗數據

Observability Engineering

To Think Like a Statistician

Data Literacy Fundamentals

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

RAG with Python Cookbook

The Chief Data Officer's Playbook

Mathletics

Data Management at Scale

Mastering PostgreSQL 17

How to Win the Premier League

Learning SQL

High Performance MySQL

Pro Power BI Desktop

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OCP Oracle Certified Professional Java SE 21 Developer Study Guide

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Using SQLite