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Duration 35 hours
Course Outline
Module 1: Introduction to AI in Finance
- Core Principles of Artificial Intelligence
- Overview of Machine Learning and Generative AI
- Current AI Trends in Financial Services
- Advantages and Obstacles of AI Integration
Module 2: AI Applications in Banking and Financial Services
- Intelligent Customer Support and Chatbots
- Optimizing Credit Scoring and Lending
- Wealth Management and Robo-Advisory Platforms
- Open Banking and FinTech Innovations
Module 3: Financial Data Analytics with AI
- Decision-Making Driven by Data
- Predictive Analytics and Financial Projections
- Analyzing Customer Behavior
- Forecasting Market Trends
Module 4: AI for Risk Management
- Evaluating Credit Risk
- Assessing Market Risk
- Monitoring Operational Risks
- AI-Driven Early Warning Systems
Module 5: Fraud Detection and Anti-Money Laundering (AML)
- Techniques for Identifying Fraud
- Transaction Monitoring Infrastructure
- Models for Detecting Anomalies
- Applications in AML Compliance
Module 6: Generative AI for Finance
- Large Language Models (LLMs)
- AI-Enhanced Financial Reporting
- Automated Generation of Reports
- Prompt Engineering for Finance Specialists
Module 7: AI Governance, Ethics and Compliance
- Principles of Responsible AI
- Regulatory Standards in Financial Services
- Frameworks for AI Risk Management
- Considerations for Data Privacy and Security
Module 8: AI Strategy and Implementation
- Creating an AI Roadmap
- Developing the Business Case
- Change Management and User Adoption
- Measuring the Success of AI Projects
Module 9: Practical Workshops and Case Studies
- Real-World Financial AI Scenarios
- Risk and Compliance Case Studies
- Demonstrations of AI Tools
- Group Discussions and Practical Exercises
Requirements
Candidates are expected to possess:
- A foundational understanding of financial services, banking, accounting, or investment principles.
- Experience with business reporting and data analysis.
- No previous background in AI or coding is necessary.
- A keen interest in digital transformation and emerging technologies within finance.
Testimonials (1)
i already have some reports that i know, i will use some of the prompts that looked at today
