Search – talk-data.com

Title & Speakers	Event
Event A Weekend with Ernie Chan in London: Trading with GenAI 2025-11-23
Exercise: using Hidden Markov Model (HMM) for regime detection/prediction. 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Hands-on exercise applying Hidden Markov Models for regime detection in time series. hmm regime detection
Generative AI vs Discriminative AI: theory and examples. Semi-supervised learning. 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Comparison of generative vs discriminative AI and semi-supervised learning concepts. generative ai discriminative ai semi-supervised learning
Exercise: build, finetune, and apply the Lag-Llama transformer. 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Hands-on exercise to build, fine-tune, and apply the Lag-Llama transformer to time-series data. lag-llama transformers fine-tuning
Deep Autoregressive Models and Transformers 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Discussion on deep autoregressive models and transformer architectures for time-series applications. autoregressive models transformers
Exercise: building a poor person's transformer and applying it to time series prediction. 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Hands-on exercise building a lightweight transformer for time-series prediction. transformers time series
Discriminative AI (supervised learning): CART and neural nets. 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Overview of discriminative AI methods including CART decision trees and neural networks for trading data. cart neural networks supervised learning time series
Exercise: using TimeVAE to predict SPX returns. 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Hands-on exercise applying TimeVAE to predict SPX returns. timevae time series
Deep Latent Variable Models: Variational Autoencoder (VAE) for time series 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Overview of VAEs and their application to time-series data. vae time series
Exercise: features engineering using TA-LIB. Building a gradient-boosted tree (GBT) to predict SPX returns. 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Hands-on feature engineering with TA-LIB and building a gradient-boosted tree to predict SPX returns. ta-lib gradient boosted trees spx returns
LLM for creating and backtesting trading strategies 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Using GenAI/LLMs to create and backtest trading strategies. genai LLM backtesting
Exercise: building RNN to predict SPX returns. Performance metrics and comparison. 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Hands-on exercise building an RNN to predict SPX returns and evaluating performance metrics. RNNs time series performance metrics
Exercise: using Gaussian Mixture Model (GMM) for regime detection/prediction. 2025-11-23 · 04:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management Hands-on exercise applying Gaussian Mixture Models for regime detection in time series. gmm regime detection

Beyond LLM: GenAI for Trading and Asset Management 2025-11-21 · 18:00 Ernest (Ernie) P. Chan – Founder @ Predictnow.ai; QTS Capital Management In the news, GenAI is usually associated with large language models (LLMs) or with image generation tools, essentially, machines that can learn from text or images and generate text or images. But in reality, these models can learn from many different types of data. In particular, they can learn from time series of asset returns, which is perhaps the most relevant for asset managers. In this talk, and in our accompanying book (Generative AI for Trading and Asset Management), we highlight both the practical applications and the fundamental principles of GenAI, with a special focus on how these technologies apply to trading and asset management. genai large language models (llms) time series trading asset management	London Seminar: Beyond LLM: GenAI for Trading and Asset Management

talk-data.com

People (7 results)

Activities & events