change wording, switch FreqAI word format
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# Running FreqAI
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There are two ways to train and deploy an adaptive machine learning model - live deployment and deployment for backtesting analysis. FreqAI can be used for both and allows for periodic training of models in live and backtesting, as shown in the following figure.
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There are two ways to train and deploy an adaptive machine learning model - live deployment and historical backtesting. In both cases, `FreqAI` runs/simulates periodic retraining of models as shown in the following figure:
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