{"product_id":"deep-credit-risk","title":"Deep Credit Risk","description":"Deep Credit Risk - Machine Learning in Python aims at starters and pros alike to enable you to:- Understand the role of liquidity, equity and many other key banking features- Engineer and select features- Predict defaults, payoffs, loss rates and exposures- Predict downturn and crisis outcomes using pre-crisis features- Understand the implications of COVID-19- Apply innovative sampling techniques for model training and validation- Deep-learn from Logit Classifiers to Random Forests and Neural Networks- Do unsupervised Clustering, Principal Components and Bayesian Techniques- Build multi-period models for CECL, IFRS 9 and CCAR- Build credit portfolio correlation models for VaR and Expected Shortfall- Run over 1,500 lines of pandas, statsmodels and scikit-learn Python code- Access real credit data and much more …\u003cbr\u003e\u003cul\u003e\n\u003cbr\u003e\u003cli\u003eLibro de impresión bajo demanda\u003c\/li\u003e\n\u003cbr\u003e\u003cli\u003eTiempo promedio de entrega: 21 días\u003c\/li\u003e\n\u003cbr\u003e\u003cli\u003eNuevo y sellado\u003c\/li\u003e\n\u003cbr\u003e\n\u003c\/ul\u003e","brand":"Independently published","offers":[{"title":"Default Title","offer_id":41124148609067,"sku":"9798617590199","price":4340.0,"currency_code":"MXN","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/2321\/9467\/files\/13a1f00e-0f73-414c-844b-18d5e805cedb.jpg?v=1774043947","url":"https:\/\/cadabrabooks.com\/es-us\/products\/deep-credit-risk","provider":"Cadabra \u0026 Books","version":"1.0","type":"link"}