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LLMs in Finance: the FAIR framework

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Neil Clive F.
LLMs in Finance: the FAIR framework

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Thought Leadership webinar on LLMs in Finance: the FAIR framework from the AIFI.

Miquel Noguer's talk examines the deployment of large language models in financial services, addressing both transformative opportunities and critical risks. It underscores challenges like look-ahead bias, hallucinations, and data quality issues that can compromise financial decision-making.

The presentation highlights the importance of adhering to strict regulatory and data privacy requirements in financial contexts. Dr Noguer will introduce FAIR : Finance-Aware Implementation and Remediation framework

  • Integrates robust technical controls, including temporal data management, model validation systems, and privacy-preserving techniques.
  • Emphasizes structured operational governance with clear roles, continuous monitoring, and comprehensive audit processes.
  • Designed to mitigate risks such as look-ahead bias, hallucinations, and data quality issues while ensuring regulatory compliance.

The Large Language Models (LLMs) in Finance Certificate
https://www.aifinanceinstitute.com/

Modules:

Introduction to LLMs
Applications and Limitations of LLMs
Advanced Techniques with LLMs
Quantization and Sharding for LLMs
Fine-Tuning and RAG Introduction
Deep Dive into RAG and Evaluation
LLMs Agents, AI Safety and Finance Examples
Practical Applications and Real World Project
Real World Project

📆 Duration:
8 Lecture Weeks
8 - 10 Hours Weekly: Time Commitment
Weekly recorded lectures accessible any time, from any global location, in your educational portal.

Format:
💻 Online e-Learning
🌐 Global audience

Evaluation:
✔ Final Project + Certificate
🤖 Students will have the opportunity to apply what they learn in a real world project.

💡 Faculty:
Dedicated Faculty Support available every step of the way. Weekly seminar & student forum.

🦉 Early Bird Discounts:
Super early bird discount - 20% until 30th May 2025

📊 Certificate:
Students are awarded The Artificial Intelligence Finance Institute’s (AIFI) LLM Certificate.

[Register: https://www.wbstraining.com/events/llms/booking](https://Register: https://www.wbstraining.com/events/llms/booking "https://Register: https://www.wbstraining.com/events/llms/booking")

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