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Original website: https://predictnow.ai/generative-ai-workshop/
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Content: Full Recorded Workshop.
Generative AI for Asset Managers Workshop – Predict Now with Dr. Ernest Chan
Unlock the Power of Generative AI in Asset Management: Learn, Explore, and Apply Cutting-Edge Techniques
Now available for purchase, this recorded two-day workshop (September 30 – October 1, 2023) brings together industry experts to reveal how Large Language Models (LLMs) like Google’s BARD can transform asset management. Hosted by Dr. Ernest Chan, Dr. Roger Hunter, Dr. Hamlet Medina, and featuring a keynote by Dr. Lisa Huang, this workshop dives deep into building discretionary trading strategies powered by Generative AI.
What You’ll Learn
The essentials and advanced concepts of Generative AI tailored for asset management
How to design, evaluate, and implement LLM-based trading strategies
Master prompt engineering and risk mitigation for safer AI deployment
Enhance trading methods with sentiment analysis driven by LLMs
Workshop Highlights
Day 1: Foundations and Applications
Introduction to LLMs like BARD and ChatGPT and their finance use cases
How to leverage LLMs for creating discretionary trading strategies
Hands-on exercise: Turning unstructured data (e.g., Federal Reserve Chair speeches) into high-frequency trading signals
Day 2: Advanced Strategies and Industry Insights
Fireside Chat with Dr. Lisa Huang, Head of AI Investment Management at Fidelity
Deep dive into prompt engineering and managing LLM-related risks
Applying sentiment analysis for smarter trading
Practical session: Backtesting strategies and brainstorming new AI-driven asset management ideas
Who Should Attend?
Asset Managers
Venture Investors
Entrepreneurs
Product Developers
Regulators
Finance and AI Researchers
Workshop Curriculum Overview
Introduction to LLMs & GPTs
Understand BARD, ChatGPT, their workings, applications, and APIs.Building with LLMs
Learn prompt engineering, text generation, few-shot learning, embeddings, and more.Managing Risks
Tackle hallucinations, bias, security, and learn risk reduction techniques like retrieval augmentation and RLHF.Real-World Trading Use Case
Using BARD for sentiment analysis on Fed Chair speeches and backtesting trading strategies.Deploying AI in Production
Best practices for deploying LLMs, plus an overview of alternative generative models.
About the Instructor
Dr. Ernest “Ernie” Chan is founder and Chief Scientist of PredictNow.ai, a leading machine learning SaaS for enterprise optimization, and also non-executive chairman of QTS Capital Management, LLC. With decades of experience bridging AI and finance, Ernie is a pioneer in applying machine learning to trading and asset management.
Ready to harness the future of trading? Dive into this comprehensive workshop and transform how you approach asset management with Generative AI.