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APTV

Aptiv PLC

as 06-14-2024 4:00pm EST

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Stocks

Consumer Discretionary

Auto Parts:O.E.M.

Nasdaq

Aptiv's signal and power solutions segment supplies components and systems that make up a vehicle's electrical system, including wiring assemblies and harnesses, connectors, electrical centers, and hybrid electrical systems. The advanced safety and user experience segment provides body controls, infotainment and connectivity systems, passive and active safety electronics, advanced driver-assist technologies, and displays, as well as the development of software for these systems. In 2023, Aptiv's top 10 customers accounted for 54% of revenue, all of which were less than 10%. Historically, General Motors, Stellantis, Ford, and Volkswagen, have been the firms largest customers. North America, Europe, and Asia represented approximately 37%, 33%, and 28% of total 2023 revenue, respectively.

More About Our APTV ML Model...

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

To train our stocks APTV 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 APTV 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 APTV 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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