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as 12-18-2024 1:41pm EST

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Stocks

Technology

Computer Software: Programming Data Processing

Nasdaq

Pinterest is a social media platform with a focus on product and idea discovery. Pinterest users, or pinners, can leverage the platform as they go about gathering ideas on topics such as home improvement, fashion, cooking, and travel. The company has more than 500 million monthly active users, two thirds of whom are female. Pinterest generates revenue by selling digital ads on its platform. While the platform's user base spans the globe, the vast majority of its revenue stems from ads shown to North American users.

More About Our PINS ML Model...

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

To train our stocks PINS 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 PINS 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 PINS 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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