Data

Role

Best data engineering and database books recommended by developers. SQL, data modeling, and data-intensive applications.

Books

Total mentions

201

Avg 90d mentions

Rankings

1—

Designing Data-Intensive Applications

Martin Kleppmann

676 in 90d

system-designdatabasesbackend

144.3

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2—

Designing Machine Learning Systems

Chip Huyen

1514 in 90d

machine-learningsystem-designai-ml

24.7

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3—

Practical Statistics for Data Scientists: 50 Essential Concepts

Peter Bruce, Andrew Bruce

60 in 90d

data-sciencemachine-learningdata

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4—

Python for Data Analysis

Wes McKinney

50 in 90d

data-sciencepythondata

12.5

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5—

SQL Performance Explained

Markus Winand

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Architecting an Apache Iceberg Lakehouse

Alex Merced

142 in 90d

databasesdata-sciencedata

10.6

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7—

$Cover of Weapons of Math Destruction$

Weapons of Math Destruction

Cathy O'Neil

40 in 90d

data-sciencemachine-learningdata

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8—

Data Science for Business

Foster Provost and Tom Fawcett

40 in 90d

data-sciencemachine-learningdata

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9—

Web Scraping with Python

Ryan Mitchell

31 in 90d

pythondata-sciencebackend

8.3

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10—

Spark: The Definitive Guide

Bill Chambers, Matei Zaharia

31 in 90d

data-sciencedatabasesdata

8.3

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11—

High Performance MySQL

Baron Schwartz, Peter Zaitsev, Vadim Tkachenko

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NoSQL Distilled

Pramod J. Sadalage, Martin Fowler

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The Data Warehouse Toolkit

Ralph Kimball

30 in 90d

databasesdata-sciencedata

7.5

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14—

7 databases in 7 weeks

Eric Redmond, Jim R. Wilson

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Pattern Recognition and Machine Learning

Christopher M. Bishop

21 in 90d

machine-learningdata-scienceai-ml

5.8

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16—

MongoDB in Action

Kyle Banker

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Modern Business Analytics

Deanne Larson

70 in 90d

data-sciencedatabasesdata

5.5

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18—

The Modern Business Data Analyst

Dominik Jung

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Learning SQL

Alan Beaulieu

20 in 90d

databasesbackenddata

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20—

Database Design for Mere Mortals

Michael J. Hernandez

20 in 90d

databasesbackenddata

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Data

Rankings

Designing Data-Intensive Applications

Designing Machine Learning Systems

Practical Statistics for Data Scientists: 50 Essential Concepts

Python for Data Analysis

SQL Performance Explained

Architecting an Apache Iceberg Lakehouse

Weapons of Math Destruction

Data Science for Business

Web Scraping with Python

Spark: The Definitive Guide

High Performance MySQL

NoSQL Distilled

The Data Warehouse Toolkit

7 databases in 7 weeks

Pattern Recognition and Machine Learning

MongoDB in Action

Modern Business Analytics

The Modern Business Data Analyst

Learning SQL

Database Design for Mere Mortals

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