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as 06-18-2024 9:30am EST

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Stocks

Health Care

Medical/Dental Instruments

Nasdaq

Tandem Diabetes designs, manufactures, and markets durable insulin pumps for diabetes patients. The firm first entered this market in 2012 and has since introduced multiple generations of pumps leading to its current t:slim X2 device. The firm recently launched its smaller Mobi pump and continues to work on a tubeless pump. Nearly three-quarters of total revenue is derived from the us, with the remainder primarily from other developed nations. The pumps themselves generate just over half of total sales, and another one third is from disposable infusion sets that need to be changed over every 2 to 3 days.

More About Our TNDM ML Model...

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

To train our stocks TNDM 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 TNDM 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 TNDM 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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