🧱 Database Management

The principles and practices of organizing, storing, and retrieving data efficiently and reliably. These technical guides serve developers and administrators building the invisible infrastructure of the digital world.

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 92%

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

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 91%

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

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+

🛢️ Sql For Beginners 🔨 Practical Sql 🔎 Data Retrieval

Sams Teach Yourself SQL™ in 10 Minutes Summary

Sams Teach Yourself SQL™ in 10 Minutes 91%

Quick-start SQL: from data retrieval to secure virtual tables, all in ten-minute lessons.

by Ben Forta 1999

4.09

1k+ ratings

🛢️ Sql For Beginners 🔨 Practical Sql 🔎 Data Retrieval

Learning SQL

by Alan Beaulieu • 2005

The SQL guide from beginner to analytics, with exercises for lasting fluency.

3.98

775

🗄️ Sql Databases ✍️ Query Writing 📝 Data Manipulation

Learning SQL 90%

The SQL guide from beginner to analytics, with exercises for lasting fluency.

by Alan Beaulieu 2005

3.98

775 ratings

🗄️ Sql Databases ✍️ Query Writing 📝 Data Manipulation

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

🔧 Backend Development 🐘 Php And Mysql 📊 Relational Databases

PHP and MySQL Web Development 90%

Build a database-backed site with PHP and MySQL: setup, queries, security, and path to production.

by Luke Welling 2003

3.96

971 ratings

🔧 Backend Development 🐘 Php And Mysql 📊 Relational Databases

Learn SQL (using MySQL) in One Day and Learn It Well

by Jamie Chan • 2018

SQL from zero to a working booking system: the hands-on guide that delivers in one day.

4.08

106

🗄️ Sql Databases 📐 Database Design 📖 Self-Taught Coding

Learn SQL (using MySQL) in One Day and Learn It Well Summary

Learn SQL (using MySQL) in One Day and Learn It Well 90%

SQL from zero to a working booking system: the hands-on guide that delivers in one day.

by Jamie Chan 2018

4.08

106 ratings

🗄️ Sql Databases 📐 Database Design 📖 Self-Taught Coding

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 90%

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

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

🗄️ Database Design 💻 Sql Programming ⚠️ Antipatterns

SQL Antipatterns, Volume 1 90%

The database design mistakes every developer makes, and the patterns that fix them before they ship.

by Bill Karwin 2010

4.02

562 ratings

🗄️ Database Design 💻 Sql Programming ⚠️ Antipatterns

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

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 90%

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

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 89%

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

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 89%

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

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

How to Speak Tech

by Vinay Trivedi • 2013

No coding required: the Internet, cloud, databases, and software, translated into business sense.

3.93

204

📖 Tech Literacy 🌐 Web Development ☁️ Cloud Computing

How to Speak Tech 89%

No coding required: the Internet, cloud, databases, and software, translated into business sense.

by Vinay Trivedi 2013

3.93

204 ratings

📖 Tech Literacy 🌐 Web Development ☁️ Cloud Computing

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

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

Mastering Salesforce Reports and Dashboards

by David Carnes • 2023

Why most Salesforce dashboards fail: bad folder permissions, missing fields, and how to fix them.

5.00

🖥️ Crm Administration 📊 Dashboard Design 📈 Business Reporting

Mastering Salesforce Reports and Dashboards Summary

Mastering Salesforce Reports and Dashboards 88%

Why most Salesforce dashboards fail: bad folder permissions, missing fields, and how to fix them.

by David Carnes 2023

5.00

1 ratings

🖥️ Crm Administration 📊 Dashboard Design 📈 Business Reporting

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 88%

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

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

Organising Knowledge

by Patrick Lambe • 2007

Fragmented knowledge kills organizations. A shared taxonomy, built right, brings them back together.

3.95

🧠 Knowledge Management 🗂️ Taxonomy Development 🏛️ Information Architecture

Organising Knowledge 88%

Fragmented knowledge kills organizations. A shared taxonomy, built right, brings them back together.

by Patrick Lambe 2007

3.95

64 ratings

🧠 Knowledge Management 🗂️ Taxonomy Development 🏛️ Information Architecture

Evernote for your Life

by Tyler Collins • 2012

Tags, not folders. Search, not filing. Turn one app into your documents, tasks, and contacts hub.

3.40

580

📱 Productivity Software 🧠 Personal Knowledge Management 🗂️ Digital Organization

Evernote for your Life 88%

Tags, not folders. Search, not filing. Turn one app into your documents, tasks, and contacts hub.

by Tyler Collins 2012

3.40

580 ratings

📱 Productivity Software 🧠 Personal Knowledge Management 🗂️ Digital Organization

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

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 88%

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

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

Total Workday Control Using Microsoft Outlook

by Michael Linenberger • 2005

The Outlook system that empties your inbox daily and keeps today's real priorities front and center.

4.03

679

📥 Email Productivity 📋 Task Management 🎯 Priority Systems

Total Workday Control Using Microsoft Outlook Summary

Total Workday Control Using Microsoft Outlook 88%

The Outlook system that empties your inbox daily and keeps today's real priorities front and center.

by Michael Linenberger 2005

4.03

679 ratings

📥 Email Productivity 📋 Task Management 🎯 Priority Systems

Master Getting Things Done the David Allen Way with Evernote

by Dominic Wolff • 2013

Seven days to a working GTD setup in Evernote: the notebooks, tags, and review rhythm.

3.43

229

⚡ Personal Productivity ✅ Task Management 💻 Digital Organization

Master Getting Things Done the David Allen Way with Evernote Summary

Master Getting Things Done the David Allen Way with Evernote 88%

Seven days to a working GTD setup in Evernote: the notebooks, tags, and review rhythm.

by Dominic Wolff 2013

3.43

229 ratings

⚡ Personal Productivity ✅ Task Management 💻 Digital Organization

More Joel on Software

by Joel Spolsky • 2008

Ship on schedule, hire developers who skip the job boards, and know when fixing beats rewriting.

4.05

549

🖥️ Software Development 👔 Engineering Management 🤝 Developer Culture

More Joel on Software 88%

Ship on schedule, hire developers who skip the job boards, and know when fixing beats rewriting.

by Joel Spolsky 2008

4.05

549 ratings

🖥️ Software Development 👔 Engineering Management 🤝 Developer Culture

Python for Informatics

by Charles Severance • 2002

Learn Python by probing data: scrape the web, query databases, and make the file system obey.

3.99

619

🐍 Python Programming 📘 Introductory Programming ℹ️ Informatics

Python for Informatics 88%

Learn Python by probing data: scrape the web, query databases, and make the file system obey.

by Charles Severance 2002

3.99

619 ratings

🐍 Python Programming 📘 Introductory Programming ℹ️ Informatics

Software Requirements

by Karl Wiegers • 1999

Nearly half of all software defects trace back to bad requirements. The fix starts here.

4.14

859

🏗️ Requirements Engineering 👤 User-Centered Design ✅ Software Quality

Software Requirements 88%

Nearly half of all software defects trace back to bad requirements. The fix starts here.

by Karl Wiegers 1999

4.14

859 ratings

🏗️ Requirements Engineering 👤 User-Centered Design ✅ Software Quality

UNIX and Linux System Administration Handbook

by Evi Nemeth • 2010

Every script, service, and subnet: the Unix and Linux admin's survival manual.

4.45

993

🖥️ System Administration 🐚 Shell Scripting 🌐 Network Administration

UNIX and Linux System Administration Handbook Summary

UNIX and Linux System Administration Handbook 88%

Every script, service, and subnet: the Unix and Linux admin's survival manual.

by Evi Nemeth 2010

4.45

993 ratings

🖥️ System Administration 🐚 Shell Scripting 🌐 Network Administration

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 88%

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

The Mythical Man-Month

by Frederick P. Brooks Jr. • 1975

A late software project plus more programmers equals a later one. The essays that proved it.

4.01

15k+

🏗️ Software Project Management 🧱 Systems Design 🎨 Conceptual Design

The Mythical Man-Month 88%

A late software project plus more programmers equals a later one. The essays that proved it.

by Frederick P. Brooks Jr. 1975

4.01

15k+ ratings

🏗️ Software Project Management 🧱 Systems Design 🎨 Conceptual Design

The Journey to Enterprise Agility

by Daryl Kulak • 2017

Copycat agile fails without the worldview: your company is a living system, not a machine.

4.36

🧠 Systems Thinking 🏢 Enterprise Agility 🛠️ Software Craftsmanship

The Journey to Enterprise Agility Summary

The Journey to Enterprise Agility 88%

Copycat agile fails without the worldview: your company is a living system, not a machine.

by Daryl Kulak 2017

4.36

39 ratings

🧠 Systems Thinking 🏢 Enterprise Agility 🛠️ Software Craftsmanship

Exam Ref 70-410 Installing and Configuring Windows Server 2012 R2

by Craig Zacker • 2012

From bare metal to a fully managed domain: the hands-on path to the 70-410 certification.

3.76

146

📟 System Administration 📝 Exam Preparation 🏢 Microsoft Ecosystem

Exam Ref 70-410 Installing and Configuring Windows Server 2012 R2 Summary

Exam Ref 70-410 Installing and Configuring Windows Server 2012 R2 88%

From bare metal to a fully managed domain: the hands-on path to the 70-410 certification.

by Craig Zacker 2012

3.76

146 ratings

📟 System Administration 📝 Exam Preparation 🏢 Microsoft Ecosystem

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

Master Evernote

by S.J. Scott • 2014

How to turn Evernote into a life hub: capture everything, find anything, never lose a thought again.

3.65

752

🗂️ Digital Organization ⚙️ Productivity Systems 📝 Note-Taking

Master Evernote 88%

How to turn Evernote into a life hub: capture everything, find anything, never lose a thought again.

by S.J. Scott 2014

3.65

752 ratings

🗂️ Digital Organization ⚙️ Productivity Systems 📝 Note-Taking

97 Things Every Project Manager Should Know

by Barbee Davis • 2009

97 short, practical lessons on shipping software, leading teams, and keeping your stakeholders sane.

3.21

140

📋 Project Management 💻 Software Development 🔄 Agile Practices

97 Things Every Project Manager Should Know Summary

97 Things Every Project Manager Should Know 88%

97 short, practical lessons on shipping software, leading teams, and keeping your stakeholders sane.

by Barbee Davis 2009

3.21

140 ratings

📋 Project Management 💻 Software Development 🔄 Agile Practices

Writing High-Performance .NET Code

by Ben Watson • 2014

Stop guessing why .NET drags. Measure, master the GC, and fix the real bottlenecks.

4.30

291

💻 .Net Development ⚡ Performance Tuning 💾 Memory Management

Writing High-Performance .NET Code Summary

Writing High-Performance .NET Code 87%

Stop guessing why .NET drags. Measure, master the GC, and fix the real bottlenecks.

by Ben Watson 2014

4.30

291 ratings

💻 .Net Development ⚡ Performance Tuning 💾 Memory Management

Learn Windows PowerShell in a Month of Lunches

by Don Jones • 2011

Stop navigating wizards. Fluency in the shell, fitted into the gaps in your calendar.

4.30

513

🖥️ Windows Administration ⚡ Powershell Scripting 💻 System Administration

Learn Windows PowerShell in a Month of Lunches Summary

Learn Windows PowerShell in a Month of Lunches 87%

Stop navigating wizards. Fluency in the shell, fitted into the gaps in your calendar.

by Don Jones 2011

4.30

513 ratings

🖥️ Windows Administration ⚡ Powershell Scripting 💻 System Administration

Head First SQL

by Lynn Beighley • 2007

Excel, SQL, and the predictive powers that turn a report puller into a company’s oracle.

4.01

557

📊 Data Analytics Careers 🗄️ Relational Databases 🔮 Predictive Modeling

Head First SQL 87%

Excel, SQL, and the predictive powers that turn a report puller into a company’s oracle.

by Lynn Beighley 2007

4.01

557 ratings

📊 Data Analytics Careers 🗄️ Relational Databases 🔮 Predictive Modeling

Leading the Transformation

by Gary Gruver • 2015

HP halved development costs and tripled innovation. It was not the code. It was the leadership.

3.80

418

🖥️ Software Development 🏢 Enterprise Agile 🔄 Devops Practices

Leading the Transformation 87%

HP halved development costs and tripled innovation. It was not the code. It was the leadership.

by Gary Gruver 2015

3.80

418 ratings

🖥️ Software Development 🏢 Enterprise Agile 🔄 Devops Practices

Effective Programming

by Jeff Atwood • 2012

Syntax lands the job. Everything else—teams, users, security—is what actually keeps it.

3.91

931

🧱 Software Craftsmanship 🖥️ User Experience Design 🔒 Security-First Design

Effective Programming 87%

Syntax lands the job. Everything else—teams, users, security—is what actually keeps it.

by Jeff Atwood 2012

3.91

931 ratings

🧱 Software Craftsmanship 🖥️ User Experience Design 🔒 Security-First Design

Google Hacks

by Rael Dornfest • 2003

Hidden syntax, tools, and 800 million Usenet messages: how to find anything with Google.

3.68

301

🔍 Internet Research 🔎 Search Techniques 💻 Hacker Culture

Google Hacks 87%

Hidden syntax, tools, and 800 million Usenet messages: how to find anything with Google.

by Rael Dornfest 2003

3.68

301 ratings

🔍 Internet Research 🔎 Search Techniques 💻 Hacker Culture

The Art of Project Management

by Scott Berkun • 2005

Earn trust, clarify roles, and make tough calls: the human skills that plan-obsessed managers miss.

3.96

870

👷 Project Management 💻 Software Development Management 🤝 Trust Building

The Art of Project Management 87%

Earn trust, clarify roles, and make tough calls: the human skills that plan-obsessed managers miss.

by Scott Berkun 2005

3.96

870 ratings

👷 Project Management 💻 Software Development Management 🤝 Trust Building

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 87%

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

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

📊 Data Analysis 🤖 Spreadsheet Automation 🐼 Pandas Dataframes

Python for Excel 87%

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

📊 Data Analysis 🤖 Spreadsheet Automation 🐼 Pandas Dataframes

Networking for Dummies

by Doug Lowe • 2000

The jargon-free guide to building, securing, and fixing networks, from a single office to the cloud.

3.70

204

💻 Computer Networking 🔒 Network Security 📶 Wireless Networking

Networking for Dummies 87%

The jargon-free guide to building, securing, and fixing networks, from a single office to the cloud.

by Doug Lowe 2000

3.70

204 ratings

💻 Computer Networking 🔒 Network Security 📶 Wireless Networking

Information Architecture for the World Wide Web

by Peter Morville • 1998

Why most large websites feel like a maze, and the craft of making them findable.

3.93

4k+

🧱 Information Architecture 🌐 Web Design 💻 User Experience Design

Information Architecture for the World Wide Web Summary

Information Architecture for the World Wide Web 87%

Why most large websites feel like a maze, and the craft of making them findable.

by Peter Morville 1998

3.93

4k+ ratings

🧱 Information Architecture 🌐 Web Design 💻 User Experience Design

Mastering Regular Expressions

by Jeffrey E.F. Friedl • 1997

Understand the engine behind your regex: why some patterns crawl, and how to make them run.

4.16

2k+

🧩 Regular Expressions 📝 Text Processing 🔍 Pattern Matching

Mastering Regular Expressions 87%

Understand the engine behind your regex: why some patterns crawl, and how to make them run.

by Jeffrey E.F. Friedl 1997

4.16

2k+ ratings

🧩 Regular Expressions 📝 Text Processing 🔍 Pattern Matching

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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