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as 06-20-2024 4:00pm EST

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Nasdaq

Insulet was founded in 2000 with the goal of making continuous subcutaneous insulin infusion therapy for diabetes easier to use. The result was the Omnipod system, which consists of a small disposable insulin infusion device and that can be operated through a smartphone to control dosage. Since the Omnipod was approved by the U.S. Food and Drug Administration in 2005, approximately 425,000 insulin-dependent diabetics are using it worldwide.

More About Our PODD ML Model...

What kind of parameters do you use to train PODD stocks ML model?

To train our stocks PODD ML model, we use historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other metrics.

How often do you update PODD ML model?

We update our ML model either weekly or biweekly, depending on the market capitalization of the stocks, using TensorFlow, typically over the weekend.

Why is the accuracy of your PODD model low?

Unfortunately, our current data provider offers limited historical data, which impacts the accuracy of our ML model. However, as we continue to gather more data over time and add more indicators, we expect the accuracy of our model to improve.

How can I provide and share more data with you to increase your ML model accuracy?

We would greatly appreciate your contribution. Please send an email to [email protected]

Do you offer an ML model for shorter time periods, such as 5 minutes or 15 minutes?

Yes, we offer it for strategy purposes only, with intervals: 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes etc.

Can I rely on your ML model to make financial decisions regarding buying or selling stocks, or is it only intended for learning purposes?

Our ML model is primarily designed for educational purposes and is not intended to provide financial advice. We strongly recommend consulting with a financial advisor before making any buying or selling decisions.

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