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as 06-21-2024 4:00pm EST

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Stocks

Technology

Computer Software: Programming Data Processing

Nasdaq

Pinterest is an online product and idea discovery platform that helps users gather ideas on everything from cooking recipes to travel destinations. Founded in 2010, the platform consists of a largely female audience, which accounts for roughly two thirds of its nearly 500 million monthly active users. The company generates revenue by selling digital ads and is now rolling out more in-platform e-commerce features. About 20% of users reside in the US and Canada, but the region accounted for about 80% of revenue in 2023.

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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