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as 12-26-2024 4:00pm EST

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Stocks

Health Care

Biotechnology: Biological Products (No Diagnostic Substances)

Nasdaq

Twist Bioscience Corp is a synthetic biology company. It develops a disruptive DNA synthesis platform to industrialize the engineering of biology. The company's DNA synthesis platform utilizes a proprietary semiconductor-based synthetic DNA manufacturing process that synthesizes DNA on silicon instead of on traditional well-plastic plates to enable the production of high-quality synthetic DNA faster and affordable as well as overcomes inefficiencies and powers cost-effective, rapid high-throughput synthesis, enabling researchers to rapidly realize opportunities ahead. Geographically, it derives a majority of its revenue from the United States.

More About Our TWST ML Model...

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

To train our stocks TWST 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 TWST 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 TWST 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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