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as 11-22-2024 4:00pm EST

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Stocks

Health Care

Biotechnology: Pharmaceutical Preparations

Nasdaq

Liquidia Corp is a United States-based biopharmaceutical company focused on the development, manufacturing, and commercialization of products that address unmet patient needs, with the current focus directed towards the treatment of pulmonary hypertension (PH) and pulmonary hypertension associated with interstitial lung disease. It conducts research, development, and manufacturing of novel products by applying its proprietary PRINT technology, a particle engineering platform, to enable the precise production of uniform drug particles. Its product includes YUTREPIA (treprostinil) inhalation powder, for the treatment of pulmonary arterial hypertension. The company also generates revenue from the sale of Treprostinil Injection through an agreement between its subsidiary and the manufacturer.

More About Our LQDA ML Model...

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

To train our stocks LQDA 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 LQDA 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 LQDA 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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