1Part-1
53Part 2
2Overview of Finance
54Part 2
3Part-2
55Financial Machine Learning
4Financial Machine Learning
56Chapter 6. Introduction to Machine Learning
5Part 1
57Abstract
6Part 1
586.1 What is ML?
7Overview of Finance
596.2 History
8Chapter 1. Exploring Finance Industry
606.3 How is it different from AI?
9Abstract
616.4 Types of Machine Learning
101.1 What is Finance?
626.5 Examples of Machine Learning
111.2 History of Finance
636.6 Demand for Machine Learning
121.3 Benefits of Finance
646.7 ML Models
131.4 Workflow
656.8 Companies dependent on ML
141.5 Current trends
666.9 Summary
151.6 Future of Finance Industry
676.10 Exercise
161.7 Career Scope
68Chapter 7. ML in Finance
171.8 Summary
69Abstract
181.9 Exercise
707.1 Use Cases of ML in Finance
19Chapter 2. Challenges in Finance
717.2 Future of ML in Finance
20Abstract
727.3 Summary
212.1 Increasing Competition
737.4 Exercise
222.2 Cultural Shift
74Chapter 8. ML Models
232.5 Rising Expectations
75Abstract
242.6 Customer Retention
768.1 Classification models
252.7 Outdated Mobile Services
778.2 Regression models
262.8 Security breaches
788.3 Clustering Models
272.9 Antiquated Applications
798.4 Association Models
282.10 Continuous Innovation
808.5 Reinforcement learning models
292.11 Summary
818.6 Difference between ML models
302.12 Exercise
828.7 Summary
31Chapter 3. Financial Sector
838.8 Exercise
32Abstract
84Chapter 9. Working of Financial ML
333.1 Financial Sector
85Abstract
343.2 Types of Finance
869.1 Algorithm Trading
353.3 Financial Services
879.2 Fraud Detection
363.4 Summary
889.3 Portfolio Management
373.5 Exercise
899.4 Process Automation
38Chapter 4. Importance of Finance
909.5 Cyber Security
39Abstract
919.6 Credit Risk Management
404.1 Necessity of finance
929.7 Chatbot for customer service
414.2 Finance in business
939.8 Summary
424.3 Economical Advantage
949.9 Exercise
434.4 Personal Finance
95Chapter 10. Career Scope
444.5 Importance of financial literacy
96Abstract
454.6 Summary
9710.1 Demand of ML experts in finance
464.7 Exercise
9810.2 Impact of ML on finance
47Chapter 5. Financial Technology
9910.3 Financial Companies using ML
48Abstract
10010.4 Summary
495.1 FinTech
10110.5 Exercise
505.2 Emerging Technologies
102Glossary
515.3 Summary
103Index
525.4 Exercise