{"product_id":"identity-analytics-nilesh-bhoyar-9798868817441","title":"Identity Analytics: Analytics for Identity and Access Management","description":"\u003cp\u003eMisconfigured identities are the leading cause of cyber incidents. Organizations are investing significant resources to address these vulnerabilities, but these investments often prioritize meeting compliance requirements set by regulators. However, the controls and monitoring systems implemented are not designed for real-time threat detection and risk mitigation. Consequently, organizations often resort to purchasing multiple expensive vendor products, which then require extensive reconfiguration due to the varied identity landscapes of each organization.\u003c\/p\u003e \u003cp\u003eIn this book, we explore how individuals can construct their own identity analytics solution from scratch. We provide starter code to facilitate understanding, catering to beginners. This knowledge can also serve as guidance for those considering vendor products. The book commences with general principles and progresses to cover specific use cases, accompanied by sample code for each.\u003c\/p\u003e \u003cp\u003eMuch of the available material originates from vendors, which tends to focus more on marketing rather than addressing systemic issues. Alternatively, materials may solely concentrate on Identity and Access Management (IAM) processes and governance without delving deeply into the topics discussed here.\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eThe relationship between IAM and Identity Analytics.\u003c\/li\u003e \u003cli\u003eStatistical methods, data curation processes, and risk scoring that contribute to effective IAM strategies.\u003c\/li\u003e \u003cli\u003eHow to utilize advanced ML\/AI techniques for implementing impactful IAM programs, including various use cases that demonstrate their effectiveness.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e \u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eSoftware engineers specializing in IAM technologies are essential in every enterprise, regardless of size. Cyber analysts focus on insider threats and identity threat detection systems. Governance and risk associates handle compliance related to identity management systems. Data analysts, data scientists, and machine learning engineers are involved in deploying identity analytics systems. IAM and cyber executives and sponsors seek to understand the return on investment (ROI) of IAM investments. Engineers who are working on advanced initiatives such as GenAI, and zero trust.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nilesh Bhoyar\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798868817441\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/25\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 235\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Nilesh Bhoyar","offers":[{"title":"Paperback","offer_id":48014220263679,"sku":"9798868817441","price":59.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_a36ffc09-4024-415e-86ae-29d0f7b0095c.jpg?v=1767747427","url":"https:\/\/www.whiterainbookhouse.com\/products\/identity-analytics-nilesh-bhoyar-9798868817441","provider":"WR Book House","version":"1.0","type":"link"}