{"product_id":"ethical-ai-and-responsible-coding-nathan-westwood-9798246654286","title":"Ethical AI and Responsible Coding: Learn fairness, bias prevention, and transparent design","description":"\u003cb\u003eCode is Power. Handle it with Care.\u003c\/b\u003e\u003cp\u003e\u003cb\u003eWe are building the brain of the future. The question is: will it be fair?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eAs 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?\u003c\/p\u003e\u003cp\u003e\u003ci\u003eEthical AI and Responsible Coding\u003c\/i\u003e 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.\u003c\/p\u003e\u003cb\u003eDon't Just Build Smart. Build Right.\u003c\/b\u003e\u003cp\u003eThis book equips you with the tools to audit, explain, and secure your AI applications.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eThe Anatomy of Bias: \u003c\/b\u003e Learn to identify the mathematical footprints of systemic prejudice in training data before it corrupts your model.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eExplainable AI (XAI): \u003c\/b\u003e Master libraries like \u003cb\u003eSHAP\u003c\/b\u003e and \u003cb\u003eLIME\u003c\/b\u003e to crack open \"black box\" models and generate human-readable explanations for every prediction.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eFairness Metrics: \u003c\/b\u003e Implement code to measure Individual Fairness, Demographic Parity, and Equalized Odds, ensuring your software treats every user with dignity.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003ePrivacy-Preserving ML: \u003c\/b\u003e An introduction to \u003cb\u003eDifferential Privacy\u003c\/b\u003e and \u003cb\u003eFederated Learning\u003c\/b\u003e techniques that allow you to train smart models without compromising user data.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eRobustness \u0026amp; Security: \u003c\/b\u003e Protect your models from \"data poisoning\" and adversarial attacks that seek to exploit your system's ethical vulnerabilities.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether 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.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eThe future is watching. Write code you can be proud of. Scroll up and grab your copy to become a pioneer of Responsible AI.\u003c\/b\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nathan Westwood\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798246654286\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/02\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 214\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.64lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.45d","brand":"Nathan Westwood","offers":[{"title":"Paperback","offer_id":48447294931199,"sku":"9798246654286","price":16.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_6c64fdc8-6aaa-43fd-b5da-0d393c03ab13.jpg?v=1777230156","url":"https:\/\/www.whiterainbookhouse.com\/products\/ethical-ai-and-responsible-coding-nathan-westwood-9798246654286","provider":"WR Book House","version":"1.0","type":"link"}