Sign-In
Cart
Ethical AI and Responsible Coding: Learn fairness, bias prevention, and transparent design
Paperback
Publisher: Independently Published
Published: Feb 2 2026
Pages: 214
Weight: 0.58
Height: 0.54 Width: 6.00 Depth: 9.00
Language: English
We are building the brain of the future. The question is: will it be fair?
As developers, we are no longer just writing scripts; we are defining the rules of society. From hiring algorithms to loan approvals and criminal justice predictions, the code we write today impacts real human lives tomorrow. But what happens when that code is biased? What happens when a black box model makes a life-altering decision that no one can explain?
Ethical AI and Responsible Coding is the field manual for the conscientious engineer. It moves beyond high-level philosophy to provide concrete, technical solutions for building trustworthy systems. You will learn to detect the invisible prejudices hidden in your datasets, math-proof your models against discrimination, and design software that is transparent by default.
Don't Just Build Smart. Build Right.This book equips you with the tools to audit, explain, and secure your AI applications.
The Anatomy of Bias: Learn to identify the mathematical footprints of systemic prejudice in training data before it corrupts your model.
Explainable AI (XAI): Master libraries like SHAP and LIME to crack open black box models and generate human-readable explanations for every prediction.
Fairness Metrics: Implement code to measure Individual Fairness, Demographic Parity, and Equalized Odds, ensuring your software treats every user with dignity.
Privacy-Preserving ML: An introduction to Differential Privacy and Federated Learning techniques that allow you to train smart models without compromising user data.
Robustness & Security: Protect your models from data poisoning and adversarial attacks that seek to exploit your system's ethical vulnerabilities.
Whether you are a data scientist striving for neutrality, a backend engineer worried about user privacy, or a CTO defining company standards, this book proves that ethical software is better software.
The future is watching. Write code you can be proud of. Scroll up and grab your copy to become a pioneer of Responsible AI.
Also from
Westwood, Nathan
MAVLink for Developers: Building Secure and Reliable Communication Links for Unmanned Systems
Westwood, Nathan
Paperback
Natural Language Processing with spaCy: Extracting insights and entities from unstructured text data
Westwood, Nathan
Paperback
Generative AI with Stable Diffusion: Creating custom image models and workflows for digital art
Westwood, Nathan
Paperback
PyTorch for Deep Learning: Building and training neural networks for predictive analytics
Westwood, Nathan
Paperback
Drone Coding with Python: A Practical Approach to Automating Aerial Tasks and Workflows
Westwood, Nathan
Paperback
MQTT Smart Home Messaging for Beginners: Connect Home Assistant, ESPHome, and IoT Devices with Simple Workflows
Westwood, Nathan
Paperback
Micro-ROS for Microcontrollers: How to Bring Professional Robotics Software to Tiny, Low-Power Computer Chips
Westwood, Nathan
Paperback
Developing with PX4: A Guide to Customizing and Extending the Open-Source Flight Stack
Westwood, Nathan
Paperback
TensorFlow.js for Web Developers: Running machine learning models directly in the browser
Westwood, Nathan
Paperback
Procedural Programming at Scale: Exploring Advanced Concepts in Structured Code, Memory Management, and Optimization
Westwood, Nathan
Paperback
Simulation in Ros: GAZEBO AND RVIZ: Using simulation tools like Gazebo and RViz to visualize and test robots in ROS
Westwood, Nathan
Paperback
Fine-Tuning Large Language Models: Adapting GPT and Llama architectures for specialized industry tasks
Westwood, Nathan
Paperback
Generative AI with Python: Create text, images, and audio using open-source models
Westwood, Nathan
Paperback
Understanding the MAVLink Protocol: A Guide to Parsing Telemetry and Sending Commands Over the Air
Westwood, Nathan
Paperback
Flight Control with PX4: Understanding the Mathematical Logic Behind Autonomous Stability
Westwood, Nathan
Paperback
Designing Autonomous Systems: A Comprehensive Guide to Robotic Intelligence and Safety
Westwood, Nathan
Paperback
CI/CD Made Simple: Automate builds, testing, and deployment pipelines efficiently
Westwood, Nathan
Paperback
Docker for Beginners: Simplify app deployment with hands-on container projects
Westwood, Nathan
Paperback
AI-Powered Apps with TensorFlow Lite: Deploy models efficiently on mobile and embedded devices
Westwood, Nathan
Paperback
Reinforcement Learning in Robotics: Training autonomous agents to navigate complex physical environments
Westwood, Nathan
Paperback
Advanced Concepts in High-Level Programming: Leveraging Modern Programming Languages to Design Robust and Scalable Applications
Westwood, Nathan
Paperback
Mastering Procedural Programming Paradigms: Advanced Techniques in C, Fortran, and COBOL for Optimizing Sequential Systems
Westwood, Nathan
Paperback
Open-Source Automation for Beginners: Design Efficient Workflows with Home Assistant, Node-RED, MQTT, and Custom Components
Westwood, Nathan
Paperback
Zigbee Device Setup for Beginners: Build a Stable Smart Home Network with Sensors, Switches, and Home Assistant
Westwood, Nathan
Paperback
ESPHome Device Projects for Beginners: Create Custom Sensors, Relays, and Smart Controls Without Advanced Coding
Westwood, Nathan
Paperback
Advanced PID Tuning: Master the Mathematical Feedback Loops That Keep Robots Moving Smoothly
Westwood, Nathan
Paperback
Embedded Systems for Robotics: Writing the High-Speed Code That Connects Python Commands to Electrical Signals
Westwood, Nathan
Paperback
Swarm Robotics Systems: Programming Groups of Robots to Explore a Space and Solve Problems Collectively
Westwood, Nathan
Paperback
Renter-Friendly Smart Home Setup: Affordable Automation Without Rewiring, Drilling, or Permanent Changes
Westwood, Nathan
Paperback
Home Assistant Control Panels for Beginners: Design Clean Dashboards for Lighting, Security, Climate, and Energy Use
Westwood, Nathan
Paperback
The Open Source IoT Workshop: Hands On Projects with ESP32, Raspberry Pi, MQTT, Node RED, LoRaWAN, Zigbee, and Home Assistant
Westwood, Nathan
Paperback
The Smart Home Announcer: Set Up Private, Text-to-Speech Audio Alerts That Tell You When the Laundry Is Done or a Door Opens
Westwood, Nathan
Paperback
Also in
General Computers
All Data Are Local: Thinking Critically in a Data-Driven Society
Loukissas, Yanni Alexander
Paperback
Comptia Network+ Certmike: Prepare. Practice. Pass the Test! Get Certified!: Exam N10-008
Zacker, Craig
Chapple, Mike
Paperback
Interactive Theorem Proving and Program Development: Coq'art: The Calculus of Inductive Constructions
Castéran, Pierre
Bertot, Yves
Hardcover
Seven Databases in Seven Weeks: A Guide to Modern Databases and the Nosql Movement
Perkins, Luc
Redmond, Eric
Wilson, Jim
Paperback
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Wickham, Hadley
Grolemund, Garrett
Paperback
The Reverse Centaur's Guide to Life After AI: How to Think about Artificial Intelligence--Before It's Too Late
Doctorow, Cory
Paperback
Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems
Riccomini, Chris
Kleppmann, Martin
Paperback
If Anyone Builds It, Everyone Dies: Why Superhuman AI Would Kill Us All
Soares, Nate
Yudkowsky, Eliezer
Hardcover
AI for Good: How Real People Are Using Artificial Intelligence to Fix Things That Matter
Tyrangiel, Josh
Hardcover
The Year in Tech, 2026: The Insights You Need from Harvard Business Review
Webb, Amy
Review, Harvard Business
Anthony, Scott D.
Paperback
Human Raised: Nurturing Connection, Curiosity & Lifelong Learning in the Age of AI
Suskind, Dana, MD
Hardcover
Hbr's 10 Must Reads on AI (with Bonus Article How to Win with Machine Learning by Ajay Agrawal, Joshua Gans, and AVI Goldfarb)
Review, Harvard Business
Davenport, Thomas H.
Iansiti, Marco
Paperback
A Giant Leap: How AI Is Transforming Healthcare and What That Means for Our Future
Wachter, Robert
Hardcover
The Agi Chronicles: The Inside Story of the Race to Create an Artificial Superintelligence
Roose, Kevin
Hardcover
The AI Con: How to Fight Big Tech's Hype and Create the Future We Want
Hanna, Alex
Bender, Emily M.
Hardcover
Generative Ai: The Insights You Need from Harvard Business Review
Cremer, David De
Review, Harvard Business
Mollick, Ethan
Paperback
CompTIA Network+ Certification All-in-One Exam Guide, Ninth Edition (Exam N10-009)
Weissman, Jonathan S.
Paperback
Fans First: Change The Game, Break the Rules & Create an Unforgettable Experience
Cole, Jesse
Paperback
AI Literacy in Any Class: Preparing Students to Thrive in an AI Future in Any Grade Level or Content Area
Miller, Matt
Paperback
Fundamentals of Data Engineering: Plan and Build Robust Data Systems
Reis, Joe
Housley, Matt
Paperback
Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
Crawford, Kate
Paperback
Minecraft: Guide Collection 4-Book Boxed Set (Updated): Survival (Updated), Creative (Updated), Redstone (Updated), Combat
Mojang Ab
The Official Minecraft Team
Hardcover
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Narayanan, Arvind
Kapoor, Sayash
Paperback
Python Crash Course, 3rd Edition: A Hands-On, Project-Based Introduction to Programming
Matthes, Eric
Paperback
We Are as Gods: A Survival Guide for the Age of Abundance
Diamandis, Peter H.
Kotler, Steven
Hardcover
AI with Intention: Principles and Action Steps for Teachers and School Leaders
Frontier, Tony
Paperback
Hands-On Machine Learning with Scikit-Learn and Pytorch: Concepts, Tools, and Techniques to Build Intelligent Systems
Géron, Aurélien
Paperback
Human + Machine, Updated and Expanded: Reimagining Work in the Age of AI
Daugherty, Paul R.
Wilson, H. James
Hardcover
The Eureka Machine: Why AI Is the Key to Unlocking a New Era of Scientific Discoveries
Socher, Richard
Hardcover
Artificial Intelligence: A Guide for Thinking Humans (with a New Preface)
Mitchell, Melanie
Paperback
The Thinking Machine: Jensen Huang, Nvidia, and the World's Most Coveted Microchip
Witt, Stephen
Hardcover
The Black Swan: Second Edition: The Impact of the Highly Improbable: With a New Section: On Robustness and Fragility
Taleb, Nassim Nicholas
Paperback
Hands-On Large Language Models: Language Understanding and Generation
Alammar, Jay
Grootendorst, Maarten
Paperback
Embedded Systems with ARM Cortex-M Microcontrollers in Assembly Language and C: Fourth Edition
Zhu, Yifeng
Paperback
Tubes: A Journey to the Center of the Internet with a New Introduction by the Author
Blum, Andrew
Paperback
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Hardcover
CompTIA Tech+ Certification All-in-One Exam Guide, Third Edition (Exam FC0-U71)
Wempen, Faithe
Paperback
Fundamentals of Software Architecture: A Modern Engineering Approach
Richards, Mark
Ford, Neal
Paperback
AI Projects with Raspberry Pi: High-Performance Artificial Intelligence for Robotics, Security, Home Automation, and Vision
Hattersley, Lucy
Jepson, Brian
Paperback
Power and Prediction: The Disruptive Economics of Artificial Intelligence
Agrawal, Ajay
Gans, Joshua
Goldfarb, Avi
Hardcover
AP Computer Science a Premium, 13th Edition: Prep Book with 6 Practice Tests + Comprehensive Review + Online Practice (2026)
Teukolsky, Roselyn, M. S.
Carman, Chris
Paperback
Minecraft: Exploded Builds: Medieval Fortress: An Official Mojang Book
The Official Minecraft Team
Mojang Ab
Paperback
AP Computer Science Principles Premium, 2027: 6 Practice Tests + Comprehensive Review + Online Practice
Reichelson, Seth
Paperback
Love Machines: How Artificial Intelligence Is Transforming Our Relationships
Muldoon, James
Hardcover
You Look Like a Thing and I Love You: How Artificial Intelligence Works and Why It's Making the World a Weirder Place
Shane, Janelle
Paperback
Minecraft: Roll for Adventure: The Temple of the Charged Creeper
Forbeck, Matt
Forbeck, Marty
Hardcover
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Kapoor, Sayash
Narayanan, Arvind
Hardcover
The AI Ultimatum: Preparing for a World of Intelligent Machines and Radical Transformation
Brown, Steve
Hill, Paul
Paperback
You to the Power of Two: Redefining Human Potential in the Age of Identic AI
Tapscott, Don
Bradley, Joseph
Hardcover
The Devops Handbook, 2nd Edition: How to Create World-Class Agility, Reliability, & Security in Technology Organizations
Debois, Patrick
Kim, Gene
Humble, Jez
Paperback
Artificial Intelligence All-In-One for Dummies
Minnick, Chris
Mueller, John Paul
Massaron, Luca
Paperback
The Empty Center: Permission, Connection, and What We Build When the Future is Uncertain
Drumwright, Hayes
Paperback
The Death of Expertise: The Campaign Against Established Knowledge and Why It Matters
Nichols, Tom
Paperback
The Problem with Personalization: How Advertisers Learned to Make and Break Us from Ancient Times to the AI Age
Turow, Joseph
Hardcover
The Fourth Intelligence Revolution: The Future of Espionage and the Battle to Save America
Vinci, Anthony
Hardcover
Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications
Huyen, Chip
Paperback
RHCSA Red Hat Enterprise Linux 10: Training and Exam Preparation Guide (EX200), Fourth Edition
Ghori, Asghar
Paperback
AI for Educators: Learning Strategies, Teacher Efficiencies, and a Vision for an Artificial Intelligence Future
Miller, Matt
Paperback
Graphic Artists Guild Handbook, 17th Edition: Pricing & Ethical Guidelines
The Graphic Artists Guild
Paperback
The Technological Republic: Hard Power, Soft Belief, and the Future of the West
Zamiska, Nicholas W.
Karp, Alexander C.
Hardcover
Building Applications with AI Agents: Designing and Implementing Multiagent Systems
Albada, Michael
Paperback
More Human: How the Power of AI Can Transform the Way You Lead
Hougaard, Rasmus
Carter, Jacqueline
Hardcover
Microsoft 365 Excel All-In-One for Dummies
Alexander, Michael
Kusleika, Dick
Ringstrom, David H.
Paperback
The Coming Wave: Technology, Power, and the Twenty-First Century's Greatest Dilemma
Suleyman, Mustafa
Hardcover
What Is Intelligence?: Lessons from AI about Evolution, Computing, and Minds
Aguera Y. Arcas, Blaise
Paperback
The Experimentation Machine: Finding Product-Market Fit in the Age of AI
Bussgang, Jeffrey J.
Hardcover
Hbr's 10 Must Reads on Artificial Intelligence, Updated and Expanded (Featuring How AI Can Help Managers Think Through Problems by Elisa Farri and Gab
Davenport, Thomas H.
Agrawal, Ajay
Review, Harvard Business
Paperback
Navigeren door het labyrint: Een handleiding voor het beheer van data
Sebastian-Coleman, Laura
Paperback
Prediction Machines, Updated and Expanded: The Simple Economics of Artificial Intelligence
Gans, Joshua
Goldfarb, Avi
Agrawal, Ajay
Hardcover
Comptia A+ Complete Study Guide, 2-Volume Set: Volume 1 Core 1 Exam 220-1201 and Volume 2 Core 2 Exam 220-1202
Docter, Quentin
Buhagiar, Jon
Paperback
Speak Data: Artists, Scientists, Thinkers, and Dreamers on How We Live Our Lives in Numbers
Cox, Phillip
Lupi, Giorgia
Paperback
A Whole New Human: Ten Ways We Must Evolve to Survive and Thrive in the AI Age
Rydall, Derek
Hardcover
On the Future of Species: Authoring Life by Means of Artificial Biological Intelligence
Woolfson, Adrian
Hardcover
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Wickham, Hadley
Grolemund, Garrett
Cetinkaya-Rundel, Mine
Paperback
Laptops for Seniors in Easy Steps, 9th Edition: Covers All Laptops with the Windows 11 2024 Update
Vandome, Nick
Paperback