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/](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")

WBS Training: Quant Finance Meet Up

Neil Clive Fowler

Zergham Abbas

Baptiste Zloch

hamidi.sawsen2025

Priya Pithadia

Lynn Xia

Sami Miaari

Abayomi

yadav vishal

Naz Nil Yapar

Louise Shepherd

LLMs in Finance: the FAIR framework

Online event

Welcome to the world’s first practitioner-developed professional qualification in bank asset-liability management, the Certificate of Bank Treasury Risk Management (BTRM). The BTRM is a truly global qualification, educating professionals in over 80 countries. Over 1000 alumni have now chosen the BTRM, valued by employers throughout the world.

Unlike many academic or theoretical courses, the BTRM is designed by industry practitioners for industry practitioners. The program offers hands-on, practical training in areas such as:

-Bank balance sheet management
-Liquidity risk and funding
-Interest rate risk
-Capital and regulatory compliance

This ensures that graduates gain real-world skills applicable to their day-to-day roles in banking and finance.

What is covered in each BTRM Information Session?
Introduction by Geoff Brown the BTRM Global Account Manager
Presentation by Professor Chris Westcott: Head of BTRM Faculty
Followed by a Q&A

Professor Chris Westcott will run an online BTRM information session to provide an overview of the qualification, its renowned faculty and, most importantly, on the practical elements of the programme designed to power individuals working in every aspect of bank treasury risk management/ALM.

BTRM: Bank Treasury Risk Management Meet Up

Boye

BTRM Information Session: The Certificate of Bank Treasury Risk Management

BTRM is pleased to bring the next in our Guest Webinar series, presented by Susan C. Keating: Chief Executive Officer, Board Risk Committee

Title: Risk Management in Uncertain and Changing Times

Contents:
Develop A Best-in-Class Risk Culture and Internal Processes to insure Institutional Credibility, Reputation and Survival

• We are operating in a world changing at an unprecedented pace with risks and new threats taking us outside past experiences
• Today, a robust risk framework within companies is essential
• Leadership must actively elevate risk awareness, and engage in the development of risk analysis and reporting throughout the company
• This webinar presents practical steps and recommendations on how senior executives can institute an effective risk culture at their banks

Risk Management in Uncertain and Changing Times

**ArmoniK: Innovative Orchestration for Cutting-Edge High-Performance Quantitative Computing**

As a quant in Capital Markets, have you ever dreamt of a simple mechanism that could help you implement quickly your new complex pricings in production?

A dream where your Nested Monte-Carlo, XVA or AAD algorithms, could very simply run on prem and on cloud, and distribute parts of your graphs to adequate partitions of CPU, GPU, TPU and tomorrow QPU!

**ArmoniK**, the new innovative orchestrator, does that … and much more!
Indeed, ArmoniK uses an intelligent dynamic task graph to very efficiently distribute computations and associated data, ensuring extremely high reliability, performance, and scalability, thanks to its native Kubernetes design.

Based on concrete capital market use cases implemented in production at Crédit Agricole CIB last two years, **Omar** (CA-CIB IT Quant) and **Jérôme** (ArmoniK Tech Lead) will explain how easily you can do this with ArmoniK.

1. Dynamic graph to implement in a smart way all kinds of algorithms
2. Simplify data management for a very performant compute
3. Allocate desired machine configuration to graph segments (CPU/GPU/TPU/QPU, RAM etc.)
4. Unified access to an elastic hybrid setup on prem and on N clouds
5. Extremely fault tolerant with extensive monitoring
6. Easiness and Advantages of replacing DataSynapse and Symphony onprem by ArmoniK hybrid

Innovative Orchestration for Cutting-Edge High-Performance Quant Computing

The Large Language Models (LLMs) in Finance Certificate will guide participants through the essentials of LLMs, including their architecture, operation, and the latest advancements in the field. It will delve into the practical aspects of deploying these models for financial tasks, such as fine-tuning for domain-specific applications, implementing retrieval-augmented generation for enhanced information processing, and evaluating model performance. Through a series of hands-on examples and projects, learners will gain the skills necessary to apply LLMs effectively within the finance sector, addressing real-world challenges and unlocking new opportunities.

https://www.aifinanceinstitute.com/

What is covered in this AIFI webinar?

Introduction from Geoff Brown, WBS Training, Global Head of Business Development.
LLM in Finance. Presentation by Head of AIFI Faculty: Dr Miquel Noguer i Alonso
Information Session: Large Language Models (LLMs) in Finance Certificate by Head of AIFI Faculty: Dr Miquel Noguer i Alonso
Followed by a Q&A

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
🕛 Self-paced

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
Early bird discount - 10% until 1st August 2025

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

Register: https://www.wbstraining.com/events/llms/booking/

Large Language Models (LLMs) in Finance Certificate - Information Session

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WBS Training: Quant Finance Meet Up

WBS Training: Quant Finance Meet Up

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