Effective Software Risk Analytics

Master the fundamentals of Compliance Management to design Effective Compliance programs

Today, information technology plays a pivotal role in financial control and audit: most financial data is now digitally recorded and dispersed among servers, clouds and networks over which the audited firm has no control. Additionally, a firm’s data—particularly in the case of finance, software, insurance and biotech firms— comprises most of the audited value of the firm. Financial audits are critical mechanisms for ensuring the integrity of information systems and the reporting of organizational finances.

This book summarizes the state of the art in tree-based methods for insurance: regression trees, random forests and boosting methods. It also exhibits the tools which make it possible to assess the predictive performance of tree-based models. Actuaries need these advanced analytical tools to turn the massive data sets now at their disposal into opportunities.

"Don's book is a very good addition both to the testing literature and to the literature on quality assurance and software engineering… . [It] is likely to become a standard for test training as well as a good reference for professional testers and developers. I would also recommend this book as background material for negotiating outsourced software contracts. I often work as an expert witness in litigation for software with very poor quality, and this book might well reduce or eliminate these lawsuits…." - Capers Jones, VP and CTO, Namcook Analytics LLC

"Don's book is a very good addition both to the testing literature and to the literature on quality assurance and software engineering… . [It] is likely to become a standard for test training as well as a good reference for professional testers and developers. I would also recommend this book as background material for negotiating outsourced software contracts. I often work as an expert witness in litigation for software with very poor quality, and this book might well reduce or eliminate these lawsuits…." - Capers Jones, VP and CTO, Namcook Analytics LLC

Data Based Decision Making, Data Analysis. Data Collection, Cleaning, Statistical Analysis, Visualisation, Privacy.

Data Based Decision Making, Data Analysis. Data Collection, Cleaning, Statistical Analysis, Visualisation, Privacy.

Unlock IT Auditing: Ensure Security, Compliance, & Efficiency in Digital Age, Mastering into IT Auditing Methodologies.