Machine Learning for Financial Risk Management with Python: Algorithms for Model

Description: FREE SHIPPING UK WIDE Machine Learning for Financial Risk Management with Python by Abdullah Karasan Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers, financial analysts, and risk analysts will explore Python-based machine learning and deep learning models for assessing financial risk. FORMAT Paperback LANGUAGE English CONDITION Brand New Publisher Description Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers, financial analysts, and risk analysts will explore Python-based machine learning and deep learning models for assessing financial risk. Youll learn how to compare results from ML models with results obtained by traditional financial risk models.Author Abdullah Karasan helps you explore the theory behind financial risk assessment before diving into the differences between traditional and ML models.Review classical time series applications and compare them with deep learning modelsExplore volatility modeling to measure degrees of risk, using support vector regression, neural networks, and deep learningRevisit and improve market risk models (VaR and expected shortfall) using machine learning techniquesDevelop a credit risk based on a clustering technique for risk bucketing, then apply Bayesian estimation, Markov chain, and other ML modelsCapture different aspects of liquidity with a Gaussian mixture modelUse machine learning models for fraud detectionIdentify corporate risk using the stock price crash metricExplore a synthetic data generation process to employ in financial risk Author Biography Abdullah Karasan was born in Berlin, Germany. After he studied Economics and Business Administration at Gazi University-Ankara, he obtained his masters degree from the University of Michigan-Ann Arbor and his PhD in Financial Mathematics from Middle East Technical University (METU)-Ankara. He worked as a Treasury Controller at the Undersecretariat of Treasury of Turkey. More recently, he has started to work as a Senior Data Science consultant and instructor for companies in Turkey and the USA. Currently, he is a Data Science consultant at Datajarlabs and Data Science mentor at Thinkful. Details ISBN1492085251 Author Abdullah Karasan Short Title Machine Learning for Financial Risk Management with Python Pages 350 Language English ISBN-10 1492085251 ISBN-13 9781492085256 Format Paperback Subtitle Algorithms for Modeling Risk Audience Professional and Scholarly Year 2021 Place of Publication Sebastopol Country of Publication United States Publication Date 2021-12-31 AU Release Date 2021-12-31 NZ Release Date 2021-12-31 US Release Date 2021-12-31 UK Release Date 2021-12-31 Publisher OReilly Media Imprint OReilly Media DEWEY 658.155 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! 30 DAY RETURN POLICY No questions asked, 30 day returns! FREE DELIVERY No matter where you are in the UK, delivery is free. SECURE PAYMENT Peace of mind by paying through PayPal and eBay Buyer Protection TheNile_Item_ID:134140805;

Price: 68.88 GBP

Location: London

End Time: 2025-01-18T03:31:35.000Z

Shipping Cost: 7.11 GBP