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as 06-20-2024 8:00pm EST

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Stocks

Consumer Discretionary

Auto Manufacturing

Nasdaq

Founded in 1937, Toyota is one of the world's largest automakers, with 10.56 million units sold at retail in fiscal 2023 across its light-vehicle brands. Brands include Toyota, Lexus, Daihatsu, and truckmaker Hino; market share in Japan is about 51% excluding mini-vehicles, while US share is around 15%. The firm also owns 3.3% of Denso, a parts supplier, about 20% of Subaru, and holds investments in many other firms, including shares of Uber Technologies, Joby Aviation, Aurora Innovation, Isuzu Motors, and about 5% in each of Mazda and Suzuki. Fiscal 2024 sales excluding financial services were JPY 41.8 trillion. Toyota also has a financing arm and manufactures homes and boats.

More About Our TM ML Model...

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

To train our stocks TM 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 TM 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 TM 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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