SQL Data Cleaning Mastery: Transform Messy Real-World Datasets into Clean, Reliable Business Intelligence

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Bol Tired of your SQL queries working overtime just to make sense of messy data? You're not alone-and you're definitely holding the right book. SQL Data Cleaning Mastery: Transform Messy Real-World Datasets into Clean, Reliable Business Intelligence is your no-nonsense, real-world guide to turning chaotic tables into data you can actually trust. I wrote this book for analysts, data professionals, and SQL users who are done pretending that production data is clean, logical, or polite. Spoiler alert: it isn't. In this book, we tackle the kind of data problems you actually face at work-duplicate customers, broken dates, missing values, mysterious text fields, and numbers that clearly ignored basic math rules. No fluffy theory. No "perfect dataset" fantasies. Just practical SQL techniques that work on real business data. You'll learn how to: - Identify and diagnose dirty data before it wrecks your reports- Clean NULLs, duplicates, text chaos, dates, and numeric nightmares using SQL- Apply business rules that stop bad data from coming back- Use window functions, CTEs, and constraints like a pro- Optimize performance so cleaning large datasets doesn't bring your database to its knees- Build reliable, BI-ready datasets your stakeholders will actually trust >I keep the tone light, the examples realistic, and the SQL practical. You'll laugh a little, nod a lot, and probably recognize your own data disasters in these pages. Whether you're a data analyst, BI developer, SQL student, or someone who just inherited a very questionable database, this book will help you stop fighting your data-and start mastering it. - Clean data isn't magic.- It's SQL, done right.- Let's fix your tables.

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Tired of your SQL queries working overtime just to make sense of messy data? You're not alone-and you're definitely holding the right book. SQL Data Cleaning Mastery: Transform Messy Real-World Datasets into Clean, Reliable Business Intelligence is your no-nonsense, real-world guide to turning chaotic tables into data you can actually trust. I wrote this book for analysts, data professionals, and SQL users who are done pretending that production data is clean, logical, or polite. Spoiler alert: it isn't. In this book, we tackle the kind of data problems you actually face at work-duplicate customers, broken dates, missing values, mysterious text fields, and numbers that clearly ignored basic math rules. No fluffy theory. No "perfect dataset" fantasies. Just practical SQL techniques that work on real business data. You'll learn how to: - Identify and diagnose dirty data before it wrecks your reports- Clean NULLs, duplicates, text chaos, dates, and numeric nightmares using SQL- Apply business rules that stop bad data from coming back- Use window functions, CTEs, and constraints like a pro- Optimize performance so cleaning large datasets doesn't bring your database to its knees- Build reliable, BI-ready datasets your stakeholders will actually trust >I keep the tone light, the examples realistic, and the SQL practical. You'll laugh a little, nod a lot, and probably recognize your own data disasters in these pages. Whether you're a data analyst, BI developer, SQL student, or someone who just inherited a very questionable database, this book will help you stop fighting your data-and start mastering it. - Clean data isn't magic.- It's SQL, done right.- Let's fix your tables.


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Merk Independently Published
EAN
  • 9798194436729
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