Online Workshop on Artificial Intelligence (AI) Applications for Business and Industries : Batch II

AI is strongly emerging as a transversal and powerful technological paradigm. it can transform business models in all industries, in a disruptive and pervasive way. This workshop will be focused on the current scenario of AI for business in heterogeneous fields and industries.

AI for Business – Core concepts

• Cover Fundamentals of Artificial Intelligence, and Machine Learning and Big Data.
• Learn how to deploy these technologies to support organization’s strategy.
• Understand the different types and methods of Machine Learning, and how businesses have applied Machine Learning successfully.
• Also cover the ethics and risks of AI, and how to design governance frameworks for proper implementation.
• Get the foundational understanding of AI and Machine Learning in business, and be able to incorporate these technologies into your business strategy

AI in Financial Services

• Covering how AI can be used in preventing Fraud / Detection in Financial services
• Credit risk modeling and default prediction
• Sentiment analysis for financial markets using natural language processing.
• Building predictive models for financial forecasting.
• Time series analysis and forecasting using AI techniques
• AI-powered robo-advisors and their role in wealth management.
• Automation of accounting processes using AI.
• AI applications in auditing and fraud detection.

Contents

1. Introduction to AI and Machine Learning:

• What is AI and its applications in finance?
• Overview of machine learning algorithms & their relevance in financial tasks.

2. Data Collection and Preprocessing:

• Importance of data in AI and ML applications.
• Methods for data collection, cleaning, and preprocessing in finance.

3. Predictive Analytics:

• Building predictive models for financial forecasting.
• Time series analysis and forecasting using AI techniques.
• Credit risk modeling and default prediction.

4. Fraud Detection and Security:

• Using AI to detect fraudulent activities in financial transactions.
• Cybersecurity and AI-powered threat detection.

5. Algorithmic Trading and Market Analysis:

• AI-driven algorithmic trading strategies
• Sentiment analysis for financial markets using natural language processing

6. Robo-Advisors and Personalization:

• AI-powered robo-advisors and their role in wealth management.
• Personalization in financial services using AI

7. Risk Management:

• AI-based risk assessment and mitigation.
• Stress testing and scenario analysis using AI models.

8. Regulatory Compliance and Ethics:

• AI’s impact on regulatory compliance in finance.
• Ensuring ethical AI practices in financial applications.

9. Customer Service and Chatbots:

• AI-driven chatbots for customer support and engagement.
• Natural language processing for financial inquiries.

10. AI in Accounting and Auditing:

• Automation of accounting processes using AI.
• AI applications in auditing and fraud detection.

11. Explainable AI:

• Understanding the interpretability of AI models in finance.
• Importance of transparent AI decision-making.

12. Case Studies and Real-World Applications

• Presenting successful AI implementations

Speaker

Kumar Venkatesan 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. As a delivery professional and subject matter expert in a digital era, He has a strong understanding of the business and role of business delivery to effectively manage, coordinate and facilitate planning, technology, innovation and account management teams on multiple accounts.

Contact Details :

Revati Khare || Assistant Director – Information & Communication Technology Committee
Email : revati.khare@bombaychamber.com
Tel. (D) + 91 22 6120 0231; (M) + 91 9892029473