The book covers the methods and application of data analytics in all major areas of finance. It introduces statistical inference of big data, financial modeling, machine learning, database querying, data engineering, data visualization, and risk analysis.
Inhaltsverzeichnis
1. Data Analytics in Finance: Introductory Case Studies 2. Data Analytics in Finance: Tools and Platforms 3. Data Analytics in Investments 4. Data Analytics in Consumption Finance 5. Data Analytics in Corporate Finance 6. Data Analytics in Financial Services and Banking 7. Data Analytics in Insurance 8. Data Analytics in Auditing 9. Data Analytics in Policy and Government 10. Data Analytics in Real Estate 11. Data Analytics in Risk Management 12. Data Analytics in Fraud Detection