What is AI Securities?

Securities AI (Technical Analysis AI - TAAI) is a tool used to predict stock price trends on the Vietnamese stock market. TAAI achieves this by using a Long Short-Term Memory (LSTM) model, a type of artificial neural network that is particularly well-suited to recognizing patterns in sequential data, such as sequence data. time. By analyzing historical stock price data of companies listed on the Vietnamese stock market, the LSTM model can identify patterns and trends that could be indicative of future price movements. . This allows TAAI to generate future stock price predictions with great accuracy, providing valuable information to investors and traders. Using Google TensorFlow Keras to generate the LSTM model ensures that it is highly optimized and efficient, allowing TAAI to process large amounts of data quickly and accurately.

Working principle of AI Securities

The Securities AI system uses daily updated stock price data to make predictions about future stock price trends. Input data includes opening price, high price of the day, low price of the day, closing price and volume traded per day. At the end of each trading day, the AI ​​model analyzes each stock's latest data and looks for patterns and trends that could be indicative of future price movements. Based on these analysis, the system will make predictions about the stock price trend in the following days.

Theory of application of LSTM model in stock price prediction

The LSTM AI model is a powerful tool for predicting future stock prices. It uses machine learning algorithms to analyze stock price history and find trends and patterns in the data. Stock AI uses an LSTM model generated with Google TensorFlow Keras, a powerful tool for generating machine learning models.

Reference on using LSTM AI model to predict stock prices

If you want to learn more about using the LSTM AI model to predict stock prices, you can refer to the following documents:

Stock Price Prediction Using LSTM on the Towards Data Science website

Stock Price Prediction Using LSTM and CNN on Medium . website

Disclaimer Notice

This tool is for informational purposes only and is not a recommendation to buy or sell. Investors should make independent judgments, combine a variety of technical and fundamental indicators as well as the overall market situation, considering individual investment objectives, financial situation and needs. investment, consult experts on legal, financial, tax and other matters before entering into any dealings with shares. We are not responsible for any financial loss or any decisions based on this instrument.