Return to page


Trading Strategies


● Define Objective Functions & Impose Constraints. Formulate Rule Definitions. 

● Run Trade Simulations & Scenario Analysis.  Execute Trades Through OMS / EMS Systems.


● Models that can simulate trades based on historic data

● Generated trading signals using recurrent neural networks and deep learning

Business Value

● Execute trades at optimal price

● Forecast markets with greater accuracy

H2O's AI and Data Approaches

● Algorithmic Trading: ML time series algorithms along with NLP (Natural Language processing) produces superior trading strategies.

● Transaction Cost Analysis: Non-parametric machine learning models capture the market impact better than traditional approaches (bid-ask spread, market impact costs and trading commissions)

● Trade Execution: Reinforcement learning (ML Technique) learn the micro-structure of the market dynamically and generates better trade execution strategies in a live trading environment.


Learn More About

Request an H2O AI Cloud Demo

We’re here to help you get started with H2O AI Cloud. Our demos will walk you through the capabilities of the platform and AI applications. We will help you determine how H2O AI Cloud can solve your organization’s specific challenges.

Demo Center

Access our in-depth product demos. Watch them all or jump to the product features most relevant to you.