We challenge ourselves to forecast financial market
based on AI solutions utilizing deep learning technology and ultra high-speed data storage.
Develop the AI model which predicts market price action based on Alpaca’s deep learning technology. It is possible to customize the deep neural network model by discussing the required precision level and the frequency of prediction with clients.
We analyze various time series data and analyze market trend using deep learning. Based on client needs, we design AI model which predicts market price action up to several weeks ahead.
Alpaca’s prediction infrastructure「AlpacaForecast」is built with Alpaca’s unique financial time series database MarketStore and various components based on Docker’s container technology, and it runs on various clouds such as Amazon Web Service and Microsoft Azure. By utilizing 「AlpacaForecast」,we can provide research on prediction model and make it run seamlessly.
A large amount of time series data to be fed to AI at the time of prediction
Visualization of the distribution of events
We provide Alpaca Forecast for financial institutions such as banks and securities companies, and business companies conducting trading business.
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