{"product_id":"machine-learning-for-high-risk-applications-approaches-to-responsible-ai-9781098102432","title":"Machine Learning for High-Risk Applications: Approaches to Responsible AI","description":"\u003cp\u003eThe past decade has witnessed the broad adoption of artificial intelligence and machine learning (AI\/ML) technologies. However, a lack of oversight in their widespread implementation has resulted in some incidents and harmful outcomes that could have been avoided with proper risk management. Before we can realize AI\/ML's true benefit, practitioners must understand how to mitigate its risks.\u003c\/p\u003e \u003cp\u003eThis book describes approaches to responsible AI--a holistic framework for improving AI\/ML technology, business processes, and cultural competencies that builds on best practices in risk management, cybersecurity, data privacy, and applied social science. Authors Patrick Hall, James Curtis, and Parul Pandey created this guide for data scientists who want to improve real-world AI\/ML system outcomes for organizations, consumers, and the public.\u003c\/p\u003e \u003cul\u003e \u003cli\u003eLearn technical approaches for responsible AI across explainability, model validation and debugging, bias management, data privacy, and ML security\u003c\/li\u003e \u003cli\u003eLearn how to create a successful and impactful AI risk management practice\u003c\/li\u003e \u003cli\u003eGet a basic guide to existing standards, laws, and assessments for adopting AI technologies, including the new NIST AI Risk Management Framework\u003c\/li\u003e \u003cli\u003eEngage with interactive resources on GitHub and Colab\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-2731286\"\u003ePatrick Hall\u003c\/a\u003e, \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-10471764\"\u003eJames Curtis\u003c\/a\u003e, \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=AUTH-6800448\"\u003eParul Pandey\u003c\/a\u003e\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/23\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 466\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.13h x 6.93w x 1.10d\u003cbr\u003e\u003cb\u003eISBN13:\u003c\/b\u003e 9781098102432\u003cbr\u003e\u003cb\u003eISBN10:\u003c\/b\u003e 1098102436\u003cbr\u003e\u003cb\u003eBISAC Categories:\u003c\/b\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM094000\"\u003eData Science | Machine Learning\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM014000\"\u003eComputer Science\u003c\/a\u003e\u003cbr\u003e- \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=CAT-COM\"\u003eComputers\u003c\/a\u003e | \u003ca href=\"https:\/\/correctionsbookstore.com\/search?type=product%2Carticle%2Cpage\u0026amp;q=BISAC-COM004000\"\u003eArtificial Intelligence | General\u003c\/a\u003e\u003cbr\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":45876711456943,"sku":"9781098102432","price":79.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0651\/9255\/8767\/files\/img_7b8a723b-4ef5-45e7-974f-c4ec3cb9b243.jpg?v=1757694182","url":"https:\/\/www.correctionsbookstore.com\/es\/products\/machine-learning-for-high-risk-applications-approaches-to-responsible-ai-9781098102432","provider":"Corrections Bookstore ","version":"1.0","type":"link"}