🗄️ Data Infrastructure

Deep dives into the foundational systems — databases, pipelines, storage architectures — that quietly undergird every modern data operation and digital service.

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

🛠️ Data Engineering 🏗️ Data Architecture 🔗 Data Pipelines

Fundamentals of Data Engineering Summary

Fundamentals of Data Engineering 91%

Data scientists spend 80% of their time cleaning data. The systems blueprint that frees them.

by Joe Reis 2022

4.16

945 ratings

🛠️ Data Engineering 🏗️ Data Architecture 🔗 Data Pipelines

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

👔 Data Governance 🏢 Enterprise Data Strategy 🧱 Data Architecture

DAMA-DMBOK 90%

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 Governance 🏢 Enterprise Data Strategy 🧱 Data Architecture

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+

📊 Big Data 🖧 Distributed Systems 🐘 Hadoop Ecosystem

Hadoop 90%

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

📊 Big Data 🖧 Distributed Systems 🐘 Hadoop Ecosystem

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 📈 Business Intelligence 💾 Big Data

Data Strategy 90%

Profit from the data firehose: pick the right data, build a company that acts on it.

by Bernard Marr 2017

3.77

418 ratings

📊 Data Strategy 📈 Business Intelligence 💾 Big Data

Graph Databases

by Ian Robinson • 2013

Relational databases fail on connected data. Graph databases traverse deep links in milliseconds.

3.64

437

🕸️ Graph Databases 🗄️ Nosql Databases 📐 Graph Theory

Graph Databases 90%

Relational databases fail on connected data. Graph databases traverse deep links in milliseconds.

by Ian Robinson 2013

3.64

437 ratings

🕸️ Graph Databases 🗄️ Nosql Databases 📐 Graph Theory

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

🏗️ Data Center Infrastructure 🔌 IT Infrastructure 📋 Requirements Gathering

The Data Center Builder's Bible - Book 1 Summary

The Data Center Builder's Bible - Book 1 90%

Break ground without these requirements defined, and your data center budget bleeds for years.

by Art Carapola 2018

4.67

9 ratings

🏗️ Data Center Infrastructure 🔌 IT Infrastructure 📋 Requirements Gathering

Networks of New York

by Ingrid Burrington • 2016

Orange lines on the pavement mark fiber-optic cables: a field guide to the visible internet.

3.80

232

🏙️ Urban Infrastructure 🌐 Network Infrastructure 📖 Visual Field Guides

Networks of New York 89%

Orange lines on the pavement mark fiber-optic cables: a field guide to the visible internet.

by Ingrid Burrington 2016

3.80

232 ratings

🏙️ Urban Infrastructure 🌐 Network Infrastructure 📖 Visual Field Guides

Information Asset Management

by Nina Evans • 2024

Information is the strategic asset your balance sheet ignores. Governing it changes everything.

🏛️ Information Governance ✅ Data Quality 🏷️ Metadata Management

Information Asset Management 89%

Information is the strategic asset your balance sheet ignores. Governing it changes everything.

by Nina Evans 2024

🏛️ Information Governance ✅ Data Quality 🏷️ Metadata Management

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 Mining 🧭 Data Science Methodology 📈 Predictive Modeling

Data Science 89%

Turning raw data into decisions requires a defined process, not just algorithms and statistics.

by John D. Kelleher 2018

3.90

876 ratings

🔎 Data Mining 🧭 Data Science Methodology 📈 Predictive Modeling

Ansible

by Lorin Hochstein • 2014

No agents required. Automate configuration and deployment with playbooks you can actually read.

3.88

270

🔧 Configuration Management 📋 Infrastructure As Code 🛠️ Devops Tooling

Ansible 89%

No agents required. Automate configuration and deployment with playbooks you can actually read.

by Lorin Hochstein 2014

3.88

270 ratings

🔧 Configuration Management 📋 Infrastructure As Code 🛠️ Devops Tooling

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

🏢 Salesforce Platform 🏗️ Data Architecture 📊 Data Management

Salesforce Data Architecture and Management Summary

Salesforce Data Architecture and Management 89%

A million records in Salesforce will break your org. The architecture rules that stop it.

by Ahsan Zafar 2021

3.33

3 ratings

🏢 Salesforce Platform 🏗️ Data Architecture 📊 Data Management

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

📊 Data Science 📖 Data Literacy 🤖 Machine Learning Basics

Confident Data Skills 88%

From messy data to clean insights to persuasive presentations: the process that lands the promotion.

by Kirill Eremenko 2018

4.12

211 ratings

📊 Data Science 📖 Data Literacy 🤖 Machine Learning Basics

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

🗄️ Database Systems 📊 Data Modeling 🗃️ Relational Databases

Fundamentals of Database Systems Summary

Fundamentals of Database Systems 88%

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

🗄️ Database Systems 📊 Data Modeling 🗃️ Relational Databases

Fiber

by Susan P. Crawford • 2018

Fiber is this century's electricity, and America skipped the wiring job.

3.87

159

🌐 Internet Infrastructure 📡 Telecom Policy ⚖️ Regulatory Capture

Fiber 88%

Fiber is this century's electricity, and America skipped the wiring job.

by Susan P. Crawford 2018

3.87

159 ratings

🌐 Internet Infrastructure 📡 Telecom Policy ⚖️ Regulatory Capture

Cloud Computing

by Nayan B. Ruparelia • 2016

How to move your business to the cloud without getting locked in, breached, or overcharged.

3.31

159

🖥️ It Infrastructure 🏢 Enterprise Technology 🚚 Cloud Migration

Cloud Computing 88%

How to move your business to the cloud without getting locked in, breached, or overcharged.

by Nayan B. Ruparelia 2016

3.31

159 ratings

🖥️ It Infrastructure 🏢 Enterprise Technology 🚚 Cloud Migration

Kubernetes in Action

by Marko Luksa • 2017

Why restart containers manually? One declarative system handles deployment, scaling, and recovery.

4.59

681

🐳 Container Orchestration ☁️ Cloud Native ⚙️ Infrastructure As Code

Kubernetes in Action 88%

Why restart containers manually? One declarative system handles deployment, scaling, and recovery.

by Marko Luksa 2017

4.59

681 ratings

🐳 Container Orchestration ☁️ Cloud Native ⚙️ Infrastructure As Code

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

📊 Data Science Management 🤖 Ai Implementation ⚙️ Mlops

Why Data Science Projects Fail 88%

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

📊 Data Science Management 🤖 Ai Implementation ⚙️ Mlops

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 📊 Business Intelligence ⛏️ Data Mining

Data Analytics Made Accessible 88%

Every analytics technique a manager needs, from decision trees to big data, mapped and demystified.

by Anil Maheshwari 2014

3.76

323 ratings

🧱 Data Analytics 📊 Business Intelligence ⛏️ Data Mining

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+

🖥️ Distributed Systems 🗄️ Database Design 🤝 Consensus Algorithms

Designing Data-Intensive Applications Summary

Designing Data-Intensive Applications 88%

Networks fail, clocks drift, consensus is elusive. The big ideas behind systems that work anyway.

by Martin Kleppmann 2015

4.70

11k+ ratings

🖥️ Distributed Systems 🗄️ Database Design 🤝 Consensus Algorithms

Linux Administration Best Practices

by Scott Alan Miller • 2022

Storage, patches, databases, monitoring: a Linux playbook for keeping all the plates spinning.

3.00

🐧 Linux Administration 🏗️ System Architecture 📜 Infrastructure As Code

Linux Administration Best Practices Summary

Linux Administration Best Practices 88%

Storage, patches, databases, monitoring: a Linux playbook for keeping all the plates spinning.

by Scott Alan Miller 2022

3.00

3 ratings

🐧 Linux Administration 🏗️ System Architecture 📜 Infrastructure As Code

AI Value Creators

by Paul Zikopoulos • 2025

Most AI adopters stay users. Value creators build on proprietary data and governed models instead.

3.66

🏢 Enterprise AI 🔄 Digital Transformation 📊 Data Strategy

AI Value Creators 88%

Most AI adopters stay users. Value creators build on proprietary data and governed models instead.

by Paul Zikopoulos 2025

3.66

44 ratings

🏢 Enterprise AI 🔄 Digital Transformation 📊 Data Strategy

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

💾 Sql 📊 Data Analysis 🗃️ Relational Databases

Practical SQL 88%

Write real SQL: load data, join tables, run statistics, map locations, and query JSON in PostgreSQL.

by Anthony DeBarros 2022

4.26

239 ratings

💾 Sql 📊 Data Analysis 🗃️ Relational Databases

The Road Taken

by Henry Petroski • 2016

The $121 billion congestion tax: what the history of pavement says about fixing America's roads.

3.44

529

🏛️ Infrastructure Policy 🔧 Engineering History 🛣️ Road Design

The Road Taken 88%

The $121 billion congestion tax: what the history of pavement says about fixing America's roads.

by Henry Petroski 2016

3.44

529 ratings

🏛️ Infrastructure Policy 🔧 Engineering History 🛣️ Road Design

The Art of SQL

by Stephane Faroult • 2006

SQL performance lives in the gap between relational theory and disk reality.

3.98

170

🗄️ Database Design 🚀 Query Optimization 🏭 Data Warehousing

The Art of SQL 88%

SQL performance lives in the gap between relational theory and disk reality.

by Stephane Faroult 2006

3.98

170 ratings

🗄️ Database Design 🚀 Query Optimization 🏭 Data Warehousing

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+

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data

Big Data 88%

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

💰 Data As Asset 📈 Predictive Analytics 🧹 Imperfect Data

Doing Data Science

by Cathy O'Neil • 2013

Your model is lying to you. The ninety percent of data science that algorithms won't fix.

3.73

567

📊 Data Science 📈 Statistical Thinking 🧹 Data Wrangling

Doing Data Science 88%

Your model is lying to you. The ninety percent of data science that algorithms won't fix.

by Cathy O'Neil 2013

3.73

567 ratings

📊 Data Science 📈 Statistical Thinking 🧹 Data Wrangling

Smart Cities

by Anthony M. Townsend • 2013

Corporations are selling smart cities. A movement of civic hackers has a better blueprint.

3.61

817

🏙️ Urban Technology 🔌 Digital Infrastructure 🗳️ Civic Technology

Smart Cities 88%

Corporations are selling smart cities. A movement of civic hackers has a better blueprint.

by Anthony M. Townsend 2013

3.61

817 ratings

🏙️ Urban Technology 🔌 Digital Infrastructure 🗳️ Civic Technology

Linux Service Management Made Easy with systemd

by Donald A. Tevault • 2022

Parallel startup, unified configs, binary logs: the systemd skills every Linux admin now needs.

3.81

🐧 Linux Administration 🖥️ System Administration 🗄️ Server Management

Linux Service Management Made Easy with systemd Summary

Linux Service Management Made Easy with systemd 88%

Parallel startup, unified configs, binary logs: the systemd skills every Linux admin now needs.

by Donald A. Tevault 2022

3.81

21 ratings

🐧 Linux Administration 🖥️ System Administration 🗄️ Server Management

Site Reliability Engineering

by Betsy Beyer • 2016

Google stopped chasing perfect uptime. Its teams got failure budgets, and innovation surged.

4.21

3k+

🏗️ Site Reliability 🔄 Devops Practices 📜 Infrastructure As Code

Site Reliability Engineering 88%

Google stopped chasing perfect uptime. Its teams got failure budgets, and innovation surged.

by Betsy Beyer 2016

4.21

3k+ ratings

🏗️ Site Reliability 🔄 Devops Practices 📜 Infrastructure As Code

Management Information Systems

by Kenneth C. Laudon • 1996

Building a digital firm: how strategy, data, and security turn IT into competitive advantage.

3.55

666

💻 Information Systems 🔄 Digital Transformation ♟️ It Strategy

Management Information Systems 88%

Building a digital firm: how strategy, data, and security turn IT into competitive advantage.

by Kenneth C. Laudon 1996

3.55

666 ratings

💻 Information Systems 🔄 Digital Transformation ♟️ It Strategy

Low-Code AI

by Gwendolyn Stripling • 2023

Skip Python. Train regression models, engineer features, and explain predictions, all in SQL.

4.33

🛠️ Practical Ml 📊 Data Exploration 🔧 Feature Engineering

Low-Code AI 88%

Skip Python. Train regression models, engineer features, and explain predictions, all in SQL.

by Gwendolyn Stripling 2023

4.33

6 ratings

🛠️ Practical Ml 📊 Data Exploration 🔧 Feature Engineering

Network Warrior

by Gary A. Donahue • 2007

Spanning tree, auto-negotiation, EtherChannel: the real networking knowledge certification skipped.

4.19

433

🖥️ Computer Networking 🔄 Routing And Switching ⚙️ Network Administration

Network Warrior 88%

Spanning tree, auto-negotiation, EtherChannel: the real networking knowledge certification skipped.

by Gary A. Donahue 2007

4.19

433 ratings

🖥️ Computer Networking 🔄 Routing And Switching ⚙️ Network Administration

Extrastatecraft

by Keller Easterling • 2014

Free zones and broadband cables don't just move goods. They rewrite who governs the world.

3.68

410

🏗️ Infrastructure Politics 📐 Architectural Theory 🌍 Global Urbanism

Extrastatecraft 88%

Free zones and broadband cables don't just move goods. They rewrite who governs the world.

by Keller Easterling 2014

3.68

410 ratings

🏗️ Infrastructure Politics 📐 Architectural Theory 🌍 Global Urbanism

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

🏢 Enterprise Technology 🤖 Applied Ai 🔄 Change Management

The AI Playbook 88%

How to get machine learning out of the lab: sell the operational improvement, not the algorithm.

by Eric Siegel 2024

3.98

127 ratings

🏢 Enterprise Technology 🤖 Applied Ai 🔄 Change Management

Cloud Computing For Dummies

by Judith Hurwitz • 2009

Cloud computing is a business decision disguised as technology. The framework for getting it right.

3.40

134

☁️ Cloud Computing 🏢 Enterprise Technology 🚀 Cloud Adoption

Cloud Computing For Dummies 88%

Cloud computing is a business decision disguised as technology. The framework for getting it right.

by Judith Hurwitz 2009

3.40

134 ratings

☁️ Cloud Computing 🏢 Enterprise Technology 🚀 Cloud Adoption

Applied Artificial Intelligence

by Mariya Yao • 2018

Deploy AI that actually works: a playbook for data, talent, ethics, and the metrics that matter.

3.32

🏢 Enterprise Ai 🔄 Digital Transformation 🧹 Data Quality

Applied Artificial Intelligence 88%

Deploy AI that actually works: a playbook for data, talent, ethics, and the metrics that matter.

by Mariya Yao 2018

3.32

93 ratings

🏢 Enterprise Ai 🔄 Digital Transformation 🧹 Data Quality

HBR Guide to Data Analytics Basics for Managers

by Harvard Business Review • 2018

The manager's checklist: what to verify before any number shapes your next decision.

3.86

383

🧱 Data-Driven Management 📖 Data Literacy 🎯 Metric Selection

HBR Guide to Data Analytics Basics for Managers Summary

HBR Guide to Data Analytics Basics for Managers 88%

The manager's checklist: what to verify before any number shapes your next decision.

by Harvard Business Review 2018

3.86

383 ratings

🧱 Data-Driven Management 📖 Data Literacy 🎯 Metric Selection

How Infrastructure Works

by Deb Chachra • 2023

The hidden networks you rely on were built for a climate that no longer exists.

3.64

937

🏗️ Infrastructure Design 🧩 Systems Thinking 🕸️ Network Effects

How Infrastructure Works 88%

The hidden networks you rely on were built for a climate that no longer exists.

by Deb Chachra 2023

3.64

937 ratings

🏗️ Infrastructure Design 🧩 Systems Thinking 🕸️ Network Effects

Dataclysm

by Christian Rudder • 2014

Big data from dating sites and social media exposes the uncomfortable truths we hide from ourselves.

3.73

12k+

📊 Big Data 💘 Online Dating 🖥️ Digital Anthropology

Dataclysm 88%

Big data from dating sites and social media exposes the uncomfortable truths we hide from ourselves.

by Christian Rudder 2014

3.73

12k+ ratings

📊 Big Data 💘 Online Dating 🖥️ Digital Anthropology

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

📦 Containerization 🔧 Devops Tools 🗂️ Container Orchestration

Docker Deep Dive 88%

From zero to production: master Docker's engine, images, swarm, and security, all in one book

by Nigel Poulton 2017

4.24

829 ratings

📦 Containerization 🔧 Devops Tools 🗂️ Container Orchestration

Civil Engineering

by David Muir Wood • 2012

Why bridges stand and dams hold: a compact tour of civil engineering, from soil to steel.

3.61

137

🏗️ Civil Infrastructure 🧱 Construction Materials ⚙️ Engineering Basics

Civil Engineering 88%

Why bridges stand and dams hold: a compact tour of civil engineering, from soil to steel.

by David Muir Wood 2012

3.61

137 ratings

🏗️ Civil Infrastructure 🧱 Construction Materials ⚙️ Engineering Basics

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+

🧹 Data Wrangling 🔬 Scientific Computing 📊 Data Visualization

Python for Data Analysis 88%

The pandas creator teaches the full Python data pipeline: messy files in, statistical models out.

by Wes McKinney 2011

4.17

2k+ ratings

🧹 Data Wrangling 🔬 Scientific Computing 📊 Data Visualization

All-in On AI

by Thomas H. Davenport • 2023

Less than one percent of large companies are built around AI. The playbook for the rest.

3.23

273

🤖 Ai Adoption 💻 Digital Transformation 🎯 Corporate Strategy

All-in On AI 88%

Less than one percent of large companies are built around AI. The playbook for the rest.

by Thomas H. Davenport 2023

3.23

273 ratings

🤖 Ai Adoption 💻 Digital Transformation 🎯 Corporate Strategy

Information Is Beautiful

by David McCandless • 2001

Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.

4.12

4k+

📊 Data Visualization 🎨 Data Art 👁️ Visual Literacy

Information Is Beautiful 88%

Concept is the secret: why a simple, clever data drawing can reveal more than a supercomputer.

by David McCandless 2001

4.12

4k+ ratings

📊 Data Visualization 🎨 Data Art 👁️ Visual Literacy

Big Data

by Bernard Marr • 2015

Most data projects fail because they start with data, not strategy. Five questions change that.

3.59

416

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

Big Data 88%

Most data projects fail because they start with data, not strategy. Five questions change that.

by Bernard Marr 2015

3.59

416 ratings

🎯 Data Strategy 📊 Business Analytics 📈 Performance Metrics

Data Science for Business

by Foster Provost • 2013

Why overfitting sinks most data projects, and the conceptual tools that stop it.

4.13

3k+

📊 Business Analytics ⛏️ Data Mining 📏 Model Evaluation

Data Science for Business 87%

Why overfitting sinks most data projects, and the conceptual tools that stop it.

by Foster Provost 2013

4.13

3k+ ratings

📊 Business Analytics ⛏️ Data Mining 📏 Model Evaluation

Python for Geeks

by Muhammad Asif • 2021

Machine learning from notebook to production: Python libraries, data prep, and deployment paths.

4.50

🐍 Python Programming ⚙️ Machine Learning Engineering 📊 Data Science

Python for Geeks 87%

Machine learning from notebook to production: Python libraries, data prep, and deployment paths.

by Muhammad Asif 2021

4.50

8 ratings

🐍 Python Programming ⚙️ Machine Learning Engineering 📊 Data Science

The Internet of Things

by Samuel Greengard • 2015

Connecting everything to the internet could add $33 trillion to the economy, and expose everything.

3.23

542

🌐 Internet Of Things 🏭 Industry 4.0 🔄 Digital Transformation

The Internet of Things 87%

Connecting everything to the internet could add $33 trillion to the economy, and expose everything.

by Samuel Greengard 2015

3.23

542 ratings

🌐 Internet Of Things 🏭 Industry 4.0 🔄 Digital Transformation

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 Data Science 📈 Applied Statistics 🔍 Exploratory Data Analysis

Practical Statistics for Data Scientists Summary

Practical Statistics for Data Scientists 87%

The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.

by Peter Bruce 2017

4.02

545 ratings

🛠️ Practical Data Science 📈 Applied Statistics 🔍 Exploratory Data Analysis

Python for Data Analysis

by Oscar Scratch • 2019

Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.

3.50

🧮 Scientific Computing 🔄 Data Manipulation 📊 Data Visualization

Python for Data Analysis 87%

Python data analysis, taught through questions: NumPy, Pandas, and the bridge to machine learning.

by Oscar Scratch 2019

3.50

2 ratings

🧮 Scientific Computing 🔄 Data Manipulation 📊 Data Visualization

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