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SoBrief
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Designing Data-Intensive Applications
by Martin Kleppmann • 2015
Networks fail, clocks drift, consensus is elusive. The big ideas behind systems that work anyway.
4.70
11k+
Designing Data-Intensive Applications Summary
Designing Data-Intensive Applications 89%
Networks fail, clocks drift, consensus is elusive. The big ideas behind systems that work anyway.
by Martin Kleppmann 2015
4.70
11k+ ratings
Hadoop
by Tom White • 2009
How to turn cheap servers into a petabyte-scale data platform, from HDFS to real-time streaming.
3.93
1k+
Hadoop Summary
Hadoop 87%
How to turn cheap servers into a petabyte-scale data platform, from HDFS to real-time streaming.
by Tom White 2009
3.93
1k+ ratings
Fundamentals of Data Engineering
by Joe Reis • 2022
Data scientists spend 80% of their time cleaning data. The systems blueprint that frees them.
4.16
945
Fundamentals of Data Engineering Summary
Fundamentals of Data Engineering 87%
Data scientists spend 80% of their time cleaning data. The systems blueprint that frees them.
by Joe Reis 2022
4.16
945 ratings
DAMA-DMBOK
by DAMA International • 2017
Data is an asset, not a byproduct. The master reference for governing, modeling, and analyzing it.
4.15
172
DAMA-DMBOK Summary
DAMA-DMBOK 87%
Data is an asset, not a byproduct. The master reference for governing, modeling, and analyzing it.
by DAMA International 2017
4.15
172 ratings
Data Strategy
by Bernard Marr • 2017
Profit from the data firehose: pick the right data, build a company that acts on it.
3.77
418
Data Strategy Summary
Data Strategy 87%
Profit from the data firehose: pick the right data, build a company that acts on it.
by Bernard Marr 2017
3.77
418 ratings
Fundamentals of Database Systems
by Shamkant B. Navathe • 1989
Before the database, there was a file. The conceptual leap that organizes the world's information.
3.81
963
Fundamentals of Database Systems Summary
Fundamentals of Database Systems 87%
Before the database, there was a file. The conceptual leap that organizes the world's information.
by Shamkant B. Navathe 1989
3.81
963 ratings
Information Asset Management
by Nina Evans • 2024
Information is the strategic asset your balance sheet ignores. Governing it changes everything.
Information Asset Management Summary
Information Asset Management 87%
Information is the strategic asset your balance sheet ignores. Governing it changes everything.
by Nina Evans 2024
Graph Databases
by Ian Robinson • 2013
Relational databases fail on connected data. Graph databases traverse deep links in milliseconds.
3.64
437
Graph Databases Summary
Graph Databases 86%
Relational databases fail on connected data. Graph databases traverse deep links in milliseconds.
by Ian Robinson 2013
3.64
437 ratings
The Art of SQL
by Stephane Faroult • 2006
SQL performance lives in the gap between relational theory and disk reality.
3.98
170
The Art of SQL Summary
The Art of SQL 86%
SQL performance lives in the gap between relational theory and disk reality.
by Stephane Faroult 2006
3.98
170 ratings
Big Data
by Viktor Mayer-Schönberger • 2013
The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.
3.69
9k+
Big Data Summary
Big Data 86%
The era of sampling, clean data, and causal certainty is over. What replaces it is stranger.
by Viktor Mayer-Schönberger 2013
3.69
9k+ ratings
Practical SQL
by Anthony DeBarros • 2022
Write real SQL: load data, join tables, run statistics, map locations, and query JSON in PostgreSQL.
4.26
239
Practical SQL Summary
Practical SQL 86%
Write real SQL: load data, join tables, run statistics, map locations, and query JSON in PostgreSQL.
by Anthony DeBarros 2022
4.26
239 ratings
Data Science
by John D. Kelleher • 2018
Turning raw data into decisions requires a defined process, not just algorithms and statistics.
3.90
876
Data Science Summary
Data Science 86%
Turning raw data into decisions requires a defined process, not just algorithms and statistics.
by John D. Kelleher 2018
3.90
876 ratings
Data Analytics Made Accessible
by Anil Maheshwari • 2014
Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.
3.76
323
Data Analytics Made Accessible Summary
Data Analytics Made Accessible 86%
Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.
by Anil Maheshwari 2014
3.76
323 ratings
Cybersecurity for Small Networks
by Seth Enoka • 2022
Turn free tools into a layered defense that stops attackers before they reach your devices.
4.08
52
Cybersecurity for Small Networks Summary
Cybersecurity for Small Networks 86%
Turn free tools into a layered defense that stops attackers before they reach your devices.
by Seth Enoka 2022
4.08
52 ratings
Salesforce Data Architecture and Management
by Ahsan Zafar • 2021
A million records in Salesforce will break your org. The architecture rules that stop it.
3.33
3
Salesforce Data Architecture and Management Summary
Salesforce Data Architecture and Management 86%
A million records in Salesforce will break your org. The architecture rules that stop it.
by Ahsan Zafar 2021
3.33
3 ratings
Seven Concurrency Models in Seven Weeks
by Paul Butcher • 2014
Threads unravel programs. Seven concurrency models that don't, from actors and CSP to GPU parallel.
3.82
349
Seven Concurrency Models in Seven Weeks Summary
Seven Concurrency Models in Seven Weeks 86%
Threads unravel programs. Seven concurrency models that don't, from actors and CSP to GPU parallel.
by Paul Butcher 2014
3.82
349 ratings
Ansible
by Lorin Hochstein • 2014
No agents required. Automate configuration and deployment with playbooks you can actually read.
3.88
270
Ansible Summary
Ansible 86%
No agents required. Automate configuration and deployment with playbooks you can actually read.
by Lorin Hochstein 2014
3.88
270 ratings
Practical Statistics for Data Scientists
by Peter Bruce • 2017
The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.
4.02
545
Practical Statistics for Data Scientists Summary
Practical Statistics for Data Scientists 86%
The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.
by Peter Bruce 2017
4.02
545 ratings
Docker
by Karl Matthias • 2015
Production Docker: the patterns for images, networking, and orchestration that prevent 3-AM pages.
3.77
459
Docker Summary
Docker 86%
Production Docker: the patterns for images, networking, and orchestration that prevent 3-AM pages.
by Karl Matthias 2015
3.77
459 ratings
Confident Data Skills
by Kirill Eremenko • 2018
From messy data to clean insights to persuasive presentations: the process that lands the promotion.
4.12
211
Confident Data Skills Summary
Confident Data Skills 86%
From messy data to clean insights to persuasive presentations: the process that lands the promotion.
by Kirill Eremenko 2018
4.12
211 ratings
Python for Excel
by Felix Zumstein • 2021
Turn Excel into a Python engine: automate reports, scale past a million rows, and quit copy-pasting.
4.00
41
Python for Excel Summary
Python for Excel 86%
Turn Excel into a Python engine: automate reports, scale past a million rows, and quit copy-pasting.
by Felix Zumstein 2021
4.00
41 ratings
Why Data Science Projects Fail
by Douglas Gray • 2024
Eighty percent of AI projects fail. The models work fine; the people, data, and expectations don't.
5.00
19
Why Data Science Projects Fail Summary
Why Data Science Projects Fail 86%
Eighty percent of AI projects fail. The models work fine; the people, data, and expectations don't.
by Douglas Gray 2024
5.00
19 ratings
Linux Administration Best Practices
by Scott Alan Miller • 2022
Storage, patches, databases, monitoring: a Linux playbook for keeping all the plates spinning.
3.00
3
Linux Administration Best Practices Summary
Linux Administration Best Practices 85%
Storage, patches, databases, monitoring: a Linux playbook for keeping all the plates spinning.
by Scott Alan Miller 2022
3.00
3 ratings
Python for Data Analysis
by Oscar Scratch • 2019
Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.
3.50
2
Python for Data Analysis Summary
Python for Data Analysis 85%
Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.
by Oscar Scratch 2019
3.50
2 ratings
Learning Python Data Visualization
by Chad Adams • 2014
Turn spreadsheets and web data into SVG charts with Python, no design background required.
3.00
5
Learning Python Data Visualization Summary
Learning Python Data Visualization 85%
Turn spreadsheets and web data into SVG charts with Python, no design background required.
by Chad Adams 2014
3.00
5 ratings
Algorithms of the Intelligent Web
by Haralambos Marmanis • 2009
Search, recommend, cluster, classify: the algorithms that make web applications intelligent.
3.62
130
Algorithms of the Intelligent Web Summary
Algorithms of the Intelligent Web 85%
Search, recommend, cluster, classify: the algorithms that make web applications intelligent.
by Haralambos Marmanis 2009
3.62
130 ratings
Sams Teach Yourself SQL™ in 10 Minutes
by Ben Forta • 1999
Quick-start SQL: from data retrieval to secure virtual tables, all in ten-minute lessons.
4.09
1k+
Sams Teach Yourself SQL™ in 10 Minutes Summary
Sams Teach Yourself SQL™ in 10 Minutes 85%
Quick-start SQL: from data retrieval to secure virtual tables, all in ten-minute lessons.
by Ben Forta 1999
4.09
1k+ ratings
Kubernetes in Action
by Marko Luksa • 2017
Why restart containers manually? One declarative system handles deployment, scaling, and recovery.
4.59
681
Kubernetes in Action Summary
Kubernetes in Action 85%
Why restart containers manually? One declarative system handles deployment, scaling, and recovery.
by Marko Luksa 2017
4.59
681 ratings
Privacy in the Age of Big Data
by Theresa Payton • 2014
Your devices watch everything you do. Here is what they collect and how to stop it.
3.56
112
Privacy in the Age of Big Data Summary
Privacy in the Age of Big Data 85%
Your devices watch everything you do. Here is what they collect and how to stop it.
by Theresa Payton 2014
3.56
112 ratings
Predictive Analytics For Dummies
by Anasse Bari • 2013
A guide to building models that forecast, classify, and find hidden patterns, without a math degree.
3.74
111
Predictive Analytics For Dummies Summary
Predictive Analytics For Dummies 85%
A guide to building models that forecast, classify, and find hidden patterns, without a math degree.
by Anasse Bari 2013
3.74
111 ratings
SQL Antipatterns, Volume 1
by Bill Karwin • 2010
The database design mistakes every developer makes, and the patterns that fix them before they ship.
4.02
562
SQL Antipatterns, Volume 1 Summary
SQL Antipatterns, Volume 1 85%
The database design mistakes every developer makes, and the patterns that fix them before they ship.
by Bill Karwin 2010
4.02
562 ratings
Dragnet Nation
by Julia Angwin • 2014
A journalist tried to opt out of digital surveillance for a year. The system refused.
3.68
659
Dragnet Nation Summary
Dragnet Nation 85%
A journalist tried to opt out of digital surveillance for a year. The system refused.
by Julia Angwin 2014
3.68
659 ratings
Release It!
by Michael T. Nygard • 2007
QA says your software is ready. Production disagrees. The patterns that close the gap.
4.25
3k+
Release It! Summary
Release It! 85%
QA says your software is ready. Production disagrees. The patterns that close the gap.
by Michael T. Nygard 2007
4.25
3k+ ratings
Python Machine Learning Case Studies
by Danish Haroon • 2017
Five Python case studies in machine learning: from data cleanup to a scored model, step by step.
2.60
5
Python Machine Learning Case Studies Summary
Python Machine Learning Case Studies 85%
Five Python case studies in machine learning: from data cleanup to a scored model, step by step.
by Danish Haroon 2017
2.60
5 ratings
Docker Deep Dive
by Nigel Poulton • 2017
From zero to production: master Docker's engine, images, swarm, and security, all in one book
4.24
829
Docker Deep Dive Summary
Docker Deep Dive 85%
From zero to production: master Docker's engine, images, swarm, and security, all in one book
by Nigel Poulton 2017
4.24
829 ratings
Dataclysm
by Christian Rudder • 2014
Big data from dating sites and social media exposes the uncomfortable truths we hide from ourselves.
3.73
12k+
Dataclysm Summary
Dataclysm 85%
Big data from dating sites and social media exposes the uncomfortable truths we hide from ourselves.
by Christian Rudder 2014
3.73
12k+ ratings
The Data Center Builder's Bible - Book 1
by Art Carapola • 2018
Break ground without these requirements defined, and your data center budget bleeds for years.
4.67
9
The Data Center Builder's Bible - Book 1 Summary
The Data Center Builder's Bible - Book 1 85%
Break ground without these requirements defined, and your data center budget bleeds for years.
by Art Carapola 2018
4.67
9 ratings
Identity and Data Security for Web Development
by Jonathan LeBlanc • 2016
Assume the database will be breached: the encryption, authentication, and UX tradeoffs worth making.
3.33
43
Identity and Data Security for Web Development Summary
Identity and Data Security for Web Development 85%
Assume the database will be breached: the encryption, authentication, and UX tradeoffs worth making.
by Jonathan LeBlanc 2016
3.33
43 ratings
Low-Code AI
by Gwendolyn Stripling • 2023
Skip Python. Train regression models, engineer features, and explain predictions, all in SQL.
4.33
6
Low-Code AI Summary
Low-Code AI 85%
Skip Python. Train regression models, engineer features, and explain predictions, all in SQL.
by Gwendolyn Stripling 2023
4.33
6 ratings
AI for Data Science
by Zacharias Voulgaris • 2018
The real AI toolkit goes beyond deep learning: optimization, fuzzy logic, ensembles.
4.55
20
AI for Data Science Summary
AI for Data Science 85%
The real AI toolkit goes beyond deep learning: optimization, fuzzy logic, ensembles.
by Zacharias Voulgaris 2018
4.55
20 ratings
Design Thinking Research
by Larry Leifer • 2013
What if your programming environment saved every change, so you could explore ideas without risk?
4.00
1
Design Thinking Research Summary
Design Thinking Research 85%
What if your programming environment saved every change, so you could explore ideas without risk?
by Larry Leifer 2013
4.00
1 ratings
Pro Git
by Scott Chacon • 2009
Learn Git from the inside out: snapshots, branching, and the reflog that saves lost work.
4.18
3k+
Pro Git Summary
Pro Git 85%
Learn Git from the inside out: snapshots, branching, and the reflog that saves lost work.
by Scott Chacon 2009
4.18
3k+ ratings
Cloud Architecture Patterns
by Bill Wilder • 2012
Scale out, not up: the patterns that make cloud apps resilient, cheap, and self-healing.
3.59
236
Cloud Architecture Patterns Summary
Cloud Architecture Patterns 85%
Scale out, not up: the patterns that make cloud apps resilient, cheap, and self-healing.
by Bill Wilder 2012
3.59
236 ratings
The AI Playbook
by Eric Siegel • 2024
How to get machine learning out of the lab: sell the operational improvement, not the algorithm.
3.98
127
The AI Playbook Summary
The AI Playbook 85%
How to get machine learning out of the lab: sell the operational improvement, not the algorithm.
by Eric Siegel 2024
3.98
127 ratings
AI Value Creators
by Paul Zikopoulos • 2025
Most AI adopters stay users. Value creators build on proprietary data and governed models instead.
3.66
44
AI Value Creators Summary
AI Value Creators 85%
Most AI adopters stay users. Value creators build on proprietary data and governed models instead.
by Paul Zikopoulos 2025
3.66
44 ratings
Cybersecurity and Cyberwar
by P.W. Singer • 2013
The Internet trusts everyone. That made it a battlefield where attackers rarely get caught.
3.83
1k+
Cybersecurity and Cyberwar Summary
Cybersecurity and Cyberwar 85%
The Internet trusts everyone. That made it a battlefield where attackers rarely get caught.
by P.W. Singer 2013
3.83
1k+ ratings
Context
by Cory Doctorow • 2011
Copyright law failed creators. The internet didn't; the platforms that locked it down did.
3.66
372
Context Summary
Context 85%
Copyright law failed creators. The internet didn't; the platforms that locked it down did.
by Cory Doctorow 2011
3.66
372 ratings
PHP and MySQL Web Development
by Luke Welling • 2003
Build a database-backed site with PHP and MySQL: setup, queries, security, and path to production.
3.96
971
PHP and MySQL Web Development Summary
PHP and MySQL Web Development 85%
Build a database-backed site with PHP and MySQL: setup, queries, security, and path to production.
by Luke Welling 2003
3.96
971 ratings
Python for Data Analysis
by Wes McKinney • 2011
The pandas creator teaches the full Python data pipeline: messy files in, statistical models out.
4.17
2k+
Python for Data Analysis Summary
Python for Data Analysis 85%
The pandas creator teaches the full Python data pipeline: messy files in, statistical models out.
by Wes McKinney 2011
4.17
2k+ ratings
Python for Geeks
by Muhammad Asif • 2021
Machine learning from notebook to production: Python libraries, data prep, and deployment paths.
4.50
8
Python for Geeks Summary
Python for Geeks 85%
Machine learning from notebook to production: Python libraries, data prep, and deployment paths.
by Muhammad Asif 2021
4.50
8 ratings
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