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as 12-20-2024 4:00pm EST

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Stocks

Consumer Discretionary

Recreational Games/Products/Toys

Nasdaq

Peloton Interactive Inc operates an interactive fitness platform. It operates its business in two reportable segments: Connected Fitness Products and Subscription. Connected Fitness Product revenue consists of bike and tread and related accessories sales, associated fees for delivery and installation, and extended warranty agreements. Subscription revenue is generated from monthly Connected Fitness Subscription and Digital Subscription. The company generates maximum revenue from the Subscription segment. Geographically, the company derives a majority of its revenue from North America and the rest from the International markets.

More About Our PTON ML Model...

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

To train our stocks PTON 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 PTON 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 PTON 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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