AI and Finance Cross-Fusion Learning Guide

This guide systematically outlines the core knowledge framework of artificial intelligence and the financial industry, covering fundamental theories, technological applications, regulatory frameworks, and ethical guidelines, constructing a comprehensive learning path from cognition to practice.

Basic Cognition and Core Concepts

Artificial Intelligence and Finance: Cross-Fertilization

Financial data features and representation

Technological Application and Scenario Deepening

Smart Algorithms in Financial Scenarios

Risk Quantification and the Construction of Decision Models

Evolution of RegTech and Ethical Frameworks

The Evolution of Regulatory Technology and Ethical Frameworks

Data Privacy and Compliance Management

Data Privacy and Compliance Management