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Software Engineering for Data Scientists

de Catherine Nelson • 2024

Write code that survives production: the software engineering skills notebooks never taught you.

4.27

🏗️ Software Craftsmanship 👁️ Code Readability 🧩 Modular Design 🧪 Automated Testing 🛡️ Error Handling

Software Engineering for Data Scientists

Write code that survives production: the software engineering skills notebooks never taught you.

de Catherine Nelson 2024 257 pagini

4.27

48 evaluări

🏗️ Software Craftsmanship 👁️ Code Readability 🧩 Modular Design 🧪 Automated Testing 🛡️ Error Handling

Learning Agile

de Andrew Stellman • 2013

Four methodologies, one mindset: going beyond the rituals of Scrum, XP, Lean, and Kanban.

4.09

500+

🔄 Agile Frameworks 📦 Lean Thinking 🧪 Extreme Programming 🚀 Continuous Delivery ⏳ Iterative Delivery

Learning Agile

Four methodologies, one mindset: going beyond the rituals of Scrum, XP, Lean, and Kanban.

de Andrew Stellman 2013 417 pagini

4.09

500+ evaluări

🔄 Agile Frameworks 📦 Lean Thinking 🧪 Extreme Programming 🚀 Continuous Delivery ⏳ Iterative Delivery

HTML5

de Mark Pilgrim • 2010

Plugins are dying: video, graphics, and storage now live in the browser itself. Here is how.

3.97

500+

🌐 Web Development 💻 Frontend Development 🏷️ Semantic Markup 📐 Web Standards 🔌 Browser Apis

HTML5

Plugins are dying: video, graphics, and storage now live in the browser itself. Here is how.

de Mark Pilgrim 2010 207 pagini

3.97

500+ evaluări

🌐 Web Development 💻 Frontend Development 🏷️ Semantic Markup 📐 Web Standards 🔌 Browser Apis

Big Breaches

de Neil Daswani • 2021

The handful of missteps behind every mega-breach, and the fixes any organization can put in place.

4.27

💥 Data Breach Prevention 🛡️ Cybersecurity Management 🎭 Social Engineering 🔑 Encryption Practices 🦠 Malware Defense

Big Breaches

The handful of missteps behind every mega-breach, and the fixes any organization can put in place.

de Neil Daswani 2021 495 pagini

4.27

41 evaluări

💥 Data Breach Prevention 🛡️ Cybersecurity Management 🎭 Social Engineering 🔑 Encryption Practices 🦠 Malware Defense

Seven Concurrency Models in Seven Weeks

de Paul Butcher • 2014

Threads unravel programs. Seven concurrency models that don't, from actors and CSP to GPU parallel.

3.82

349

🧩 Concurrency Patterns ⚡ Parallel Programming 🎭 Actor Model λ Functional Concurrency 🎮 GPGPU Computing

Seven Concurrency Models in Seven Weeks

Threads unravel programs. Seven concurrency models that don't, from actors and CSP to GPU parallel.

de Paul Butcher 2014 267 pagini

3.82

349 evaluări

🧩 Concurrency Patterns ⚡ Parallel Programming 🎭 Actor Model λ Functional Concurrency 🎮 GPGPU Computing

The Art of Agile Development

de James Shore • 2007

Weekly deployments and single-digit bug counts: the whole XP practice set that gets you there.

3.98

500+

⚙️ Extreme Programming 🔄 Agile Development 🏭 Lean Software ✨ Software Craftsmanship 🤝 Team Practices

The Art of Agile Development

Weekly deployments and single-digit bug counts: the whole XP practice set that gets you there.

de James Shore 2007 438 pagini

3.98

500+ evaluări

⚙️ Extreme Programming 🔄 Agile Development 🏭 Lean Software ✨ Software Craftsmanship 🤝 Team Practices

Smart and Gets Things Done

de Spolsky • 2007

Why great engineers are worth ten times the average, and the interview tactics that reveal them.

4.00

1.000+

🖥️ Tech Hiring 🛠️ Engineering Management 🎙️ Interviewing Techniques 🎯 Recruiting Strategies 🧱 Team Building

Smart and Gets Things Done

Why great engineers are worth ten times the average, and the interview tactics that reveal them.

de Spolsky 2007 200 pagini

4.00

1.000+ evaluări

🖥️ Tech Hiring 🛠️ Engineering Management 🎙️ Interviewing Techniques 🎯 Recruiting Strategies 🧱 Team Building

Microsoft Azure Essentials - Fundamentals of Azure

de Michael S. Collier • 2015

Azure has hundreds of services. Your first deployment needs exactly five. Here's how they fit.

3.78

146

☁️ Cloud Computing 🔷 Microsoft Azure 🌐 Public Cloud 🏗️ Cloud Architecture 💻 Microsoft Ecosystem

Microsoft Azure Essentials - Fundamentals of Azure

Azure has hundreds of services. Your first deployment needs exactly five. Here's how they fit.

de Michael S. Collier 2015 246 pagini

3.78

146 evaluări

☁️ Cloud Computing 🔷 Microsoft Azure 🌐 Public Cloud 🏗️ Cloud Architecture 💻 Microsoft Ecosystem

Predictive Analytics For Dummies

de Anasse Bari • 2013

A guide to building models that forecast, classify, and find hidden patterns, without a math degree.

3.74

111

📊 Data Science 🔮 Predictive Modeling 🐥 Beginner Guides 🧹 Data Preparation 🧩 Clustering

Predictive Analytics For Dummies

A guide to building models that forecast, classify, and find hidden patterns, without a math degree.

de Anasse Bari 2013 360 pagini

3.74

111 evaluări

📊 Data Science 🔮 Predictive Modeling 🐥 Beginner Guides 🧹 Data Preparation 🧩 Clustering

Machine Learning Simplified

de Andrew Wolf • 2022

Supervised learning, gently: pipeline, optimization, and the real reasons your model overfits.

4.87

193

🎯 Supervised Learning 📚 Machine Learning Fundamentals 📊 Statistical Learning ✅ Model Evaluation 🧹 Data Preprocessing

Machine Learning Simplified

Supervised learning, gently: pipeline, optimization, and the real reasons your model overfits.

de Andrew Wolf 2022 109 pagini

4.87

193 evaluări

🎯 Supervised Learning 📚 Machine Learning Fundamentals 📊 Statistical Learning ✅ Model Evaluation 🧹 Data Preprocessing

Python for Informatics

de Charles Severance • 2002

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

3.99

500+

🐍 Python Programming 📘 Introductory Programming ℹ️ Informatics 🔄 Data Manipulation 🕸️ Web Scraping

Python for Informatics

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

de Charles Severance 2002 244 pagini

3.99

500+ evaluări

🐍 Python Programming 📘 Introductory Programming ℹ️ Informatics 🔄 Data Manipulation 🕸️ Web Scraping

Agile Testing

de Lisa Crispin • 2008

Shift quality left: a practical guide to weaving testing into every day of agile development.

3.82

1.000+

🔄 Agile Development 🧪 Software Testing 🤖 Test Automation 🔗 Continuous Integration 🔍 Exploratory Testing

Agile Testing

Shift quality left: a practical guide to weaving testing into every day of agile development.

de Lisa Crispin 2008 533 pagini

3.82

1.000+ evaluări

🔄 Agile Development 🧪 Software Testing 🤖 Test Automation 🔗 Continuous Integration 🔍 Exploratory Testing

Fixing your Scrum

de Ryan Ripley • 2020

When sprints ship nothing and standups ring hollow, the framework isn't your problem.

4.32

125

🔄 Scrum 🏃 Agile Methodology 🤝 Servant Leadership 🎯 Agile Coaching 📋 Product Ownership

Fixing your Scrum

When sprints ship nothing and standups ring hollow, the framework isn't your problem.

de Ryan Ripley 2020 200 pagini

4.32

125 evaluări

🔄 Scrum 🏃 Agile Methodology 🤝 Servant Leadership 🎯 Agile Coaching 📋 Product Ownership

Learn Windows PowerShell in a Month of Lunches

de Don Jones • 2011

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

4.30

500+

🖥️ Windows Administration ⚡ Powershell Scripting 💻 System Administration 📚 Hands-On Tutorials 🤖 Sysadmin Automation

Learn Windows PowerShell in a Month of Lunches

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

de Don Jones 2011 343 pagini

4.30

500+ evaluări

🖥️ Windows Administration ⚡ Powershell Scripting 💻 System Administration 📚 Hands-On Tutorials 🤖 Sysadmin Automation

Confident Data Skills

de 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 📈 Data Visualization 🧹 Data Preparation

Confident Data Skills

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

de Kirill Eremenko 2018 272 pagini

4.12

211 evaluări

📊 Data Science 📖 Data Literacy 🤖 Machine Learning Basics 📈 Data Visualization 🧹 Data Preparation

97 Things Every Project Manager Should Know

de 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 🧭 Team Leadership 🔧 Continuous Improvement

97 Things Every Project Manager Should Know

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

de Barbee Davis 2009 250 pagini

3.21

140 evaluări

📋 Project Management 💻 Software Development 🔄 Agile Practices 🧭 Team Leadership 🔧 Continuous Improvement

A People’s History of Computing in the United States

de Joy Lisi Rankin • 2018

The PC erased a decade of shared computing where users were creators, not customers.

3.49

193

🏛️ People's History 💻 Computing Before PCs 🎓 Educational Computing 🌐 Early Computing Networks ⌨️ Programming Culture

A People’s History of Computing in the United States

The PC erased a decade of shared computing where users were creators, not customers.

de Joy Lisi Rankin 2018 336 pagini

3.49

193 evaluări

🏛️ People's History 💻 Computing Before PCs 🎓 Educational Computing 🌐 Early Computing Networks ⌨️ Programming Culture

Domain-Driven Design

de Eric Evans • 2003

Software's hardest problem isn't code; it's the shared vocabulary between experts and developers.

4.15

5.000+

🧱 Domain Modeling 📐 Software Architecture 📦 Object-Oriented Design 🏢 Enterprise Software 🧩 Modular Design

Domain-Driven Design

Software's hardest problem isn't code; it's the shared vocabulary between experts and developers.

de Eric Evans 2003 560 pagini

4.15

5.000+ evaluări

🧱 Domain Modeling 📐 Software Architecture 📦 Object-Oriented Design 🏢 Enterprise Software 🧩 Modular Design

Head First Design Patterns

de Eric Freeman • 2004

Twelve patterns that keep software flexible: the visual guide that makes them stick.

4.30

9.000+

🧩 Design Patterns 📐 Object-Oriented Design 🏗️ Software Architecture 🛠️ Maintainable Code 🔗 Loose Coupling

Head First Design Patterns

Twelve patterns that keep software flexible: the visual guide that makes them stick.

de Eric Freeman 2004 638 pagini

4.30

9.000+ evaluări

🧩 Design Patterns 📐 Object-Oriented Design 🏗️ Software Architecture 🛠️ Maintainable Code 🔗 Loose Coupling

Computer Networks and Internets

de Douglas E. Comer • 1996

Networking as a system, not a spec sheet: the lasting foundation under every protocol war.

3.74

131

💻 Computer Networking 📋 Network Protocols 📡 Data Communications 🌐 Tcp/Ip 🔗 Internetworking

Computer Networks and Internets

Networking as a system, not a spec sheet: the lasting foundation under every protocol war.

de Douglas E. Comer 1996 768 pagini

3.74

131 evaluări

💻 Computer Networking 📋 Network Protocols 📡 Data Communications 🌐 Tcp/Ip 🔗 Internetworking

Algorithm Design

de Jon Kleinberg • 2005

Design algorithms that run fast; recognize the problems that never will; and learn the workarounds.

4.17

500+

🧮 Algorithm Design ⏱️ Computational Complexity 🕸️ Graph Theory 🧩 Dynamic Programming 🚫 Np Completeness

Algorithm Design

Design algorithms that run fast; recognize the problems that never will; and learn the workarounds.

de Jon Kleinberg 2005 864 pagini

4.17

500+ evaluări

🧮 Algorithm Design ⏱️ Computational Complexity 🕸️ Graph Theory 🧩 Dynamic Programming 🚫 Np Completeness

Scrum Shortcuts Without Cutting Corners

de Ilan Goldstein • 2013

How to ship working software every sprint without cutting the corners that hold Scrum together.

4.06

211

🧱 Agile Frameworks 🏉 Scrum Methodology 💻 Software Development ⚖️ Relative Estimation 🔄 Continuous Improvement

Scrum Shortcuts Without Cutting Corners

How to ship working software every sprint without cutting the corners that hold Scrum together.

de Ilan Goldstein 2013 208 pagini

4.06

211 evaluări

🧱 Agile Frameworks 🏉 Scrum Methodology 💻 Software Development ⚖️ Relative Estimation 🔄 Continuous Improvement

PHP Solutions

de David Powers • 2006

Dynamic sites from scratch: plain PHP for form handling, sessions, databases, and server-side logic.

3.91

148

🐘 Php And Mysql 🌐 Web Development 🖥️ Server-Side Scripting 🐣 Beginner Friendly ⚡ Dynamic Websites

PHP Solutions

Dynamic sites from scratch: plain PHP for form handling, sessions, databases, and server-side logic.

de David Powers 2006 512 pagini

3.91

148 evaluări

🐘 Php And Mysql 🌐 Web Development 🖥️ Server-Side Scripting 🐣 Beginner Friendly ⚡ Dynamic Websites

Practices of an Agile Developer

de Venkat Subramaniam • 2006

Clever code breaks teams; clear code lasts. Daily disciplines that turn a coder into a pro.

3.88

1.000+

🔄 Agile Software Development 🛠️ Software Craftsmanship 📝 Clean Code 🧪 Test-Driven Development 🔁 Continuous Integration

Practices of an Agile Developer

Clever code breaks teams; clear code lasts. Daily disciplines that turn a coder into a pro.

de Venkat Subramaniam 2006 204 pagini

3.88

1.000+ evaluări

🔄 Agile Software Development 🛠️ Software Craftsmanship 📝 Clean Code 🧪 Test-Driven Development 🔁 Continuous Integration

Agile Software Development

de Alistair Cockburn • 2006

Your process is never the bottleneck. Software projects move at the speed of a single conversation.

3.99

404

🤝 Software Teams 🔄 Agile Methodology 💬 Team Communication 🧠 Tacit Knowledge 📐 Lean Thinking

Agile Software Development

Your process is never the bottleneck. Software projects move at the speed of a single conversation.

de Alistair Cockburn 2006 504 pagini

3.99

404 evaluări

🤝 Software Teams 🔄 Agile Methodology 💬 Team Communication 🧠 Tacit Knowledge 📐 Lean Thinking

Object-oriented Programming with C++

de E. Balagurusamy • 1994

Classes, inheritance, templates: C++ tools for building software that scales without falling apart.

3.98

278

🧱 Object Orientation 💻 C++📐 Oop Principles 🧩 Generic Programming 💾 Memory Management

Object-oriented Programming with C++

Classes, inheritance, templates: C++ tools for building software that scales without falling apart.

de E. Balagurusamy 1994 336 pagini

3.98

278 evaluări

🧱 Object Orientation 💻 C++📐 Oop Principles 🧩 Generic Programming 💾 Memory Management

Learning OpenCV

de Gary Bradski • 2008

From smoothing to machine learning: the complete OpenCV toolkit for building computer vision apps.

4.01

171

🖥️ Computer Vision 🌄 Image Processing 📚 Open Source Libraries ⚙️ Algorithm Guides 📖 Code Reference

Learning OpenCV

From smoothing to machine learning: the complete OpenCV toolkit for building computer vision apps.

de Gary Bradski 2008 575 pagini

4.01

171 evaluări

🖥️ Computer Vision 🌄 Image Processing 📚 Open Source Libraries ⚙️ Algorithm Guides 📖 Code Reference

Algorithms of the Intelligent Web

de Haralambos Marmanis • 2009

Search, recommend, cluster, classify: the algorithms that make web applications intelligent.

3.62

130

🤖 Machine Learning 🌐 Web Applications 🎯 Recommendation Systems 📄 Text Mining ⛏️ Data Mining

Algorithms of the Intelligent Web

Search, recommend, cluster, classify: the algorithms that make web applications intelligent.

de Haralambos Marmanis 2009 3445 pagini

3.62

130 evaluări

🤖 Machine Learning 🌐 Web Applications 🎯 Recommendation Systems 📄 Text Mining ⛏️ Data Mining

Programming the Raspberry Pi

de Simon Monk • 2012

From blinking LED to autonomous rover: a hands-on guide to the Raspberry Pi and Python.

3.82

420

🖥️ Single-Board Computers 🐍 Python For Hardware 🐧 Linux Basics 🛠️ Project-Based Learning 🤖 Robotics Fundamentals

Programming the Raspberry Pi

From blinking LED to autonomous rover: a hands-on guide to the Raspberry Pi and Python.

de Simon Monk 2012 170 pagini

3.82

420 evaluări

🖥️ Single-Board Computers 🐍 Python For Hardware 🐧 Linux Basics 🛠️ Project-Based Learning 🤖 Robotics Fundamentals

Understanding Software

de Max Kanat-Alexander • 2017

Code that's easy to write is hard to maintain. Here's how to flip that equation.

3.58

179

🛠️ Software Craftsmanship 🧹 Code Quality 🔍 Debugging Methods 🏚️ Technical Debt ⏱️ Developer Productivity

Understanding Software

Code that's easy to write is hard to maintain. Here's how to flip that equation.

de Max Kanat-Alexander 2017 280 pagini

3.58

179 evaluări

🛠️ Software Craftsmanship 🧹 Code Quality 🔍 Debugging Methods 🏚️ Technical Debt ⏱️ Developer Productivity

Functional Programming for Java Developers

de Dean Wampler • 2011

Immutability kills whole categories of concurrency bugs. The functional tools Java developers need.

3.27

126

🧑‍💻 Functional Programming ⚡ Concurrent Programming ☕ Java Development 🔒 Immutable Data 🏷️ Type Systems

Functional Programming for Java Developers

Immutability kills whole categories of concurrency bugs. The functional tools Java developers need.

de Dean Wampler 2011 90 pagini

3.27

126 evaluări

🧑‍💻 Functional Programming ⚡ Concurrent Programming ☕ Java Development 🔒 Immutable Data 🏷️ Type Systems

Java Cookbook

de Ian F. Darwin • 2001

Everyday Java challenges and the clean, working code that defeats them, from I/O to lambdas.

3.69

162

☕ Java Programming 👨‍🍳 Recipe Cookbook 🧩 Design Patterns 🏗️ Object-Oriented Programming λ Functional Java

Java Cookbook

Everyday Java challenges and the clean, working code that defeats them, from I/O to lambdas.

de Ian F. Darwin 2001 638 pagini

3.69

162 evaluări

☕ Java Programming 👨‍🍳 Recipe Cookbook 🧩 Design Patterns 🏗️ Object-Oriented Programming λ Functional Java

Python 3 Object-Oriented Programming

de Dusty Phillips • 2010

Python simplifies object-oriented design: patterns, inheritance, and iterators the Pythonic way.

4.02

247

🖥️ Object-Oriented Programming 🐍 Python Programming 🔧 Software Design 🎯 Design Patterns 📊 Data Structures

Python 3 Object-Oriented Programming

Python simplifies object-oriented design: patterns, inheritance, and iterators the Pythonic way.

de Dusty Phillips 2010 431 pagini

4.02

247 evaluări

🖥️ Object-Oriented Programming 🐍 Python Programming 🔧 Software Design 🎯 Design Patterns 📊 Data Structures

Microsoft Excel for Stock and Option Traders

de Jeff Augen • 2011

Build a trading lab in Excel: volatility models, backtests, and the edge most traders miss.

3.17

🧮 Quantitative Trading 📊 Excel For Finance 📈 Options Trading 🔄 Backtesting Strategies 📉 Volatility Analysis

Microsoft Excel for Stock and Option Traders

Build a trading lab in Excel: volatility models, backtests, and the edge most traders miss.

de Jeff Augen 2011 195 pagini

3.17

12 evaluări

🧮 Quantitative Trading 📊 Excel For Finance 📈 Options Trading 🔄 Backtesting Strategies 📉 Volatility Analysis

Data Structures and Algorithms Made Easy

de Narasimha Karumanchi • 2011

Every algorithm problem has multiple solutions. Find the fastest one, step by step.

4.10

1.000+

⏱️ Algorithm Analysis 🗃️ Data Structures ✍️ Algorithm Design 📊 Complexity Theory 💼 Coding Interviews

Data Structures and Algorithms Made Easy

Every algorithm problem has multiple solutions. Find the fastest one, step by step.

de Narasimha Karumanchi 2011

4.10

1.000+ evaluări

⏱️ Algorithm Analysis 🗃️ Data Structures ✍️ Algorithm Design 📊 Complexity Theory 💼 Coding Interviews

AI and Machine Learning for On-Device Development

de Laurence Moroney • 2021

Privacy-respecting on-device AI: face detection, text analysis, custom models. No cloud, no PhD.

4.17

📱 Mobile Development 🧠 On-Device Ai 🤖 Applied Machine Learning 🚀 Model Deployment 👁️ Computer Vision

AI and Machine Learning for On-Device Development

Privacy-respecting on-device AI: face detection, text analysis, custom models. No cloud, no PhD.

de Laurence Moroney 2021 326 pagini

4.17

6 evaluări

📱 Mobile Development 🧠 On-Device Ai 🤖 Applied Machine Learning 🚀 Model Deployment 👁️ Computer Vision

Nexus Framework for Scaling Scrum, The

de Kurt Bittner • 2017

How 3 to 9 Scrum teams ship one integrated product every Sprint, no heavy framework required.

4.13

122

🏗️ Scaled Agile 📋 Scrum Framework 📈 Scrum Scaling 🔄 Continuous Integration 🧹 Technical Debt

Nexus Framework for Scaling Scrum, The

How 3 to 9 Scrum teams ship one integrated product every Sprint, no heavy framework required.

de Kurt Bittner 2017 176 pagini

4.13

122 evaluări

🏗️ Scaled Agile 📋 Scrum Framework 📈 Scrum Scaling 🔄 Continuous Integration 🧹 Technical Debt

Fundamentals of Data Engineering

de Joe Reis • 2022

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

4.16

500+

🛠️ Data Engineering 🏗️ Data Architecture 🔗 Data Pipelines 📊 Data Modeling ☁️ Cloud Data Systems

Fundamentals of Data Engineering

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

de Joe Reis 2022 426 pagini

4.16

500+ evaluări

🛠️ Data Engineering 🏗️ Data Architecture 🔗 Data Pipelines 📊 Data Modeling ☁️ Cloud Data Systems

Platform Engineering

de Camille Fournier • 2024

Platform teams fail without product thinking. How to build internal tools developers actually love.

4.03

119

🏗️ Platform Engineering 👥 Engineering Management 💡 Product Thinking 🔄 Sociotechnical Systems ⚙️ DevOps

Platform Engineering

Platform teams fail without product thinking. How to build internal tools developers actually love.

de Camille Fournier 2024 322 pagini

4.03

119 evaluări

🏗️ Platform Engineering 👥 Engineering Management 💡 Product Thinking 🔄 Sociotechnical Systems ⚙️ DevOps

Ansible

de 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 🚀 Deployment Automation 💻 Sysadmins

Ansible

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

de Lorin Hochstein 2014 334 pagini

3.88

270 evaluări

🔧 Configuration Management 📋 Infrastructure As Code 🛠️ Devops Tooling 🚀 Deployment Automation 💻 Sysadmins

The Quick Python Book

de Naomi R. Ceder • 2000

Indentation is syntax, functions are data, and the standard library does half the work already.

3.87

277

🐍 Python Language 📚 Language Reference 📜 Scripting Languages 🗂️ Code Organization 🧹 Data Wrangling

The Quick Python Book

Indentation is syntax, functions are data, and the standard library does half the work already.

de Naomi R. Ceder 2000 367 pagini

3.87

277 evaluări

🐍 Python Language 📚 Language Reference 📜 Scripting Languages 🗂️ Code Organization 🧹 Data Wrangling

Practicing Trustworthy Machine Learning

de Yada Pruksachatkun • 2023

Privacy, fairness, explainability, robustness: the engineering guide for ML models that earn trust.

4.95

111

🤖 Responsible Ai ⚙️ Ml Engineering ⚖️ Model Fairness 🔍 Explainable Ai 🔒 Privacy-Preserving Ml

Practicing Trustworthy Machine Learning

Privacy, fairness, explainability, robustness: the engineering guide for ML models that earn trust.

de Yada Pruksachatkun 2023 300 pagini

4.95

111 evaluări

🤖 Responsible Ai ⚙️ Ml Engineering ⚖️ Model Fairness 🔍 Explainable Ai 🔒 Privacy-Preserving Ml

The Game Maker's Apprentice

de Jacob Habgood • 2006

Build games without writing code: a visual logic system that teaches design as you go.

3.94

148

🎮 Game Development Basics 🕹️ 2D Game Creation 🧩 Drag And Drop Coding 🎨 Game Design For Beginners 🏗️ Level Design

The Game Maker's Apprentice

Build games without writing code: a visual logic system that teaches design as you go.

de Jacob Habgood 2006 336 pagini

3.94

148 evaluări

🎮 Game Development Basics 🕹️ 2D Game Creation 🧩 Drag And Drop Coding 🎨 Game Design For Beginners 🏗️ Level Design

Getting Started With Raspberry Pi

de Matt Richardson • 2012

A credit-card-sized Linux board: learn to build gadgets that detect, respond, and serve web pages.

3.85

322

🖥️ Single Board Computers 🔌 Physical Computing 💻 Linux Command Line 🐍 Python For Hardware 🔗 Arduino Integration

Getting Started With Raspberry Pi

A credit-card-sized Linux board: learn to build gadgets that detect, respond, and serve web pages.

de Matt Richardson 2012 161 pagini

3.85

322 evaluări

🖥️ Single Board Computers 🔌 Physical Computing 💻 Linux Command Line 🐍 Python For Hardware 🔗 Arduino Integration

Raspberry Pi User Guide

de Eben Upton • 2012

Blank SD card to blinking LED: the official guide to the tiny computer built for hacking.

3.83

500+

🖥️ Single-Board Computers 🐧 Linux For Beginners 💻 Introductory Programming 🔧 Hardware Hacking ⚡ Diy Electronics

Raspberry Pi User Guide

Blank SD card to blinking LED: the official guide to the tiny computer built for hacking.

de Eben Upton 2012 264 pagini

3.83

500+ evaluări

🖥️ Single-Board Computers 🐧 Linux For Beginners 💻 Introductory Programming 🔧 Hardware Hacking ⚡ Diy Electronics

Identity and Data Security for Web Development

de Jonathan LeBlanc • 2016

Assume the database will be breached: the encryption, authentication, and UX tradeoffs worth making.

3.33

🔒 Web Security 🔐 Applied Cryptography 🔑 Authentication Systems 🛡️ Secure Coding 🗄️ Data Protection

Identity and Data Security for Web Development

Assume the database will be breached: the encryption, authentication, and UX tradeoffs worth making.

de Jonathan LeBlanc 2016 204 pagini

3.33

43 evaluări

🔒 Web Security 🔐 Applied Cryptography 🔑 Authentication Systems 🛡️ Secure Coding 🗄️ Data Protection

Deep Learning Design Patterns

de Andrew Ferlitsch • 2021

Data shift crushed your model? Simple design patterns push accuracy from 10% to 98%.

4.67

🧠 Deep Learning 👁️ Computer Vision 🔄 Data Augmentation 📊 Distribution Shifts 🏭 Production Ml

Deep Learning Design Patterns

Data shift crushed your model? Simple design patterns push accuracy from 10% to 98%.

de Andrew Ferlitsch 2021 400 pagini

4.67

3 evaluări

🧠 Deep Learning 👁️ Computer Vision 🔄 Data Augmentation 📊 Distribution Shifts 🏭 Production Ml

Real-World Functional Programming

de Tomas Petricek • 2009

Adopt functional programming on .NET, alongside C#: patterns for cleaner, lock-free concurrency.

3.92

180

🧑‍💻 Functional Programming 🖥️ .Net Development 📜 Declarative Programming 🧊 Immutability 🏷️ Type-Driven Development

Real-World Functional Programming

Adopt functional programming on .NET, alongside C#: patterns for cleaner, lock-free concurrency.

de Tomas Petricek 2009 560 pagini

3.92

180 evaluări

🧑‍💻 Functional Programming 🖥️ .Net Development 📜 Declarative Programming 🧊 Immutability 🏷️ Type-Driven Development

Fundamentals of Software Architecture

de Mark Richards • 2020

Every architecture choice is a wager on a shifting context. A framework for placing better bets.

4.24

2.000+

🧩 Trade-Off Analysis 🏛️ Architectural Styles 🧱 Modularity ⚠️ Risk Management 📝 Architecture Documentation

Fundamentals of Software Architecture

Every architecture choice is a wager on a shifting context. A framework for placing better bets.

de Mark Richards 2020 422 pagini

4.24

2.000+ evaluări

🧩 Trade-Off Analysis 🏛️ Architectural Styles 🧱 Modularity ⚠️ Risk Management 📝 Architecture Documentation

Learning Domain-Driven Design

de Vladik Khononov • 2021

Learn the business before you write the code. Domain-driven design for the systems you build.

4.43

500+

🧱 Domain-Driven Design 🏗️ Software Architecture 🏢 Enterprise Software 🔀 Microservices Patterns ⚡ Event-Driven Systems

Learning Domain-Driven Design

Learn the business before you write the code. Domain-driven design for the systems you build.

de Vladik Khononov 2021 340 pagini

4.43

500+ evaluări

🧱 Domain-Driven Design 🏗️ Software Architecture 🏢 Enterprise Software 🔀 Microservices Patterns ⚡ Event-Driven Systems

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