{"product_id":"risk-modeling-by-terisa-roberts-9781119824930","title":"Risk Modeling","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cb\u003eA wide-ranging overview of the use of machine learning and AI techniques in financial risk management, including practical advice for implementation.\u003c\/b\u003e\u003c\/p\u003e\n\n\u003cp\u003e\u003ci\u003eRisk Modeling: Practical Applications of Artificial Intelligence, Machine Learning, and Deep Learning\u003c\/i\u003e introduces readers to the use of innovative AI technologies for forecasting and evaluating financial risks. Providing up-to-date coverage of the practical application of current modelling techniques in risk management, this real-world guide also explores new opportunities and challenges associated with implementing machine learning and artificial intelligence (AI) into the risk management process.\u003c\/p\u003e\n\n\u003cp\u003eAuthors Terisa Roberts and Stephen Tonna provide readers with a clear understanding of the strengths and weaknesses of machine learning and AI while explaining how they can be applied to both everyday risk management problems and to evaluate the financial impact of extreme events such as global pandemics and changes in climate. Throughout the text, the authors clarify misconceptions about the use of machine learning and AI techniques using clear explanations while offering step-by-step advice for implementing the technologies into an organisation's risk management model governance framework. This authoritative volume:\u003c\/p\u003e\n\n\u003cul\u003e\n    \u003cli\u003eHighlights the use of machine learning and AI in identifying procedures for avoiding or minimising financial risk.\u003c\/li\u003e\n    \u003cli\u003eDiscusses practical tools for assessing bias and interpretability of resultant models developed with machine learning algorithms and techniques.\u003c\/li\u003e\n    \u003cli\u003eCovers the basic principles and nuances of feature engineering and common machine learning algorithms.\u003c\/li\u003e\n    \u003cli\u003eIllustrates how risk modelling is incorporating machine learning and AI techniques to rapidly consume complex data and address current gaps in the end-to-end modelling lifecycle.\u003c\/li\u003e\n    \u003cli\u003eExplains how proprietary software and open-source languages can be combined to deliver the best of both worlds for risk models and risk practitioners.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e\u003ci\u003eRisk Modeling: Practical Applications of Artificial Intelligence, Machine Learning, and Deep Learning\u003c\/i\u003e is an invaluable guide for CEOs, CROs, CFOs, risk managers, business managers, and other professionals working in risk management.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Unknown","offers":[{"title":"Default Title","offer_id":47000730435820,"sku":"9781119824930","price":94.99,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/19196363482586.jpg?v=1763301037","url":"https:\/\/bookhero.co.nz\/products\/risk-modeling-by-terisa-roberts-9781119824930","provider":"Book Hero","version":"1.0","type":"link"}