AI & ML certification courses provide an in-depth understanding of the concepts and techniques used in the development of AI & ML applications. The course cover topics such as Data Collection & Preprocessing, Fraud Detection & Security, Algorithmic Trading & Marketing Analysis, Robo Advisors & Personalisation, Risk Management, Regulatory Compliance & Ethics, Customer Service & Chatbots, AI in Accounting & Auditing and more
Introduction to AI and Machine Learning
- What is AI and its application in Finance
- Overview of Machine Learning Algorithms and their relevance in Financial risks
Data Collection and Preprocessing
- Importance of data in AI & ML Applications
- Methods of data collection, cleaning and processing in Finance
Predictive Analytics
- Building predictive models for financial forecasting
- Time series analysis and forecasting using AI techniques
- Credit Risk modeling and default predictions
Fraud Detection and Security
- Using AI to detect fraudulent activities in Financial transactions
Cyber Security and AI powered threat detection
Algorithmic Trading and Marketing Analysis
- AI driven algorithmic trading strategies
- Sentiment analysis for financial markets using Natural language Processing
Robo Advisors and Personalization
- AI powered Robo advisors and their role on wealth management
- Personalization in Financial services using AI
Risk Management
- AI based Risk management and mitigation
- Stress testing and scenario analysis using AI models
Regulatory Compliance and Ethics
- AI impact on regulatory compliance in Finance
- Ensuring Ethical AI practices in Financial Applications
Customer Service and Chatbots
- AI driven chatbots for customer support and engagement
- Natural Language processing for Financial enquiries
AI in Accounting and Auditing
- Automation of accounting process using AI
- AI application in auditing and fraud detection
Explainable AI
- Understanding the interpretability of AI models in Finance
- Importance of transparent AI in decision making
Case studying and Real world Application
- Presenting successful AI implementation in Finance
Kumar is a Global IT Delivery Leader, with over two decades of experience and specialization in Global Delivery Management, Operations Management, Building Capability, managing cross functional teams and digital transformation Initiatives across verticals for some of the biggest brands internationally. Harvard Business School Certified Executive in “Design Thinking & Innovation”, “Data Science for Business” Certified in AI for Business (Digital Transformation) from Wharton; Leaders Excellence Certified Leader -Harvard Square; Member of Institute of Directors; SAFE Agilist