The interview is based on Dr. Roitman presentation in which he explains how algorithms are used to predict the financial market.
The I Know First Algorithmic System is based on the realization that a stock value is a function of many factors which interact in a non-linear way and affect the future trajectory of the stock creating waves at prices. Being completely empirical, the I Know First self-learning algorithms analyze the inputs and rank them according to their significance in predicting the target stock price. Then they create multiple models and test them automatically on the historical data.
The robustness of the model is measured by how it performs in different market circumstances. The best predicting models are kept and the rest are rejected. Such refinement has continued daily as the new market data is added to the historical pool.




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