Deep Learning Model for 24-Hour BTC Price Prediction

Wait 5 sec.

Deep Learning Model for 24-Hour BTC Price PredictionBitcoin / TetherUSBINANCE:BTCUSDTmohammadsabettHi everyone, I’ve developed a deep learning AI model designed to predict BTC's price movement over the next 24 hours on the 15-minute timeframe. It’s important to note that this model does not directly provide exact entry points for trades. Instead, it indicates the likely direction of the market, meaning you’ll still need basic trading knowledge to apply it effectively. After testing it over the course of one month, I achieved a success rate of around 90% in my trades when using the model as part of my strategy. The model was trained using the following features: Time-related: Hour, DayOfWeek Price & volume lags: Close_lag_1, Close_lag_2, Close_lag_4, Close_lag_8, Close_lag_12, Volume_lag_1, Volume_lag_2, Volume_lag_4, Volume_lag_8, Volume_lag_12 Moving averages & statistics: MA_4, Std_4, Dist_MA_4, MA_16, Std_16, Dist_MA_16, MA_48, Std_48, Dist_MA_48, MA_96, Std_96, Dist_MA_96 Technical indicators: Return_log, MACD, RSI Hourly Forecast for the Next 24 Hours 2025-09-20 11:00:00+00:00 115890.237853 2025-09-20 12:00:00+00:00 115943.081176 2025-09-20 13:00:00+00:00 116014.252095 2025-09-20 14:00:00+00:00 116084.471819 2025-09-20 15:00:00+00:00 116148.363092 2025-09-20 16:00:00+00:00 116204.096861 2025-09-20 17:00:00+00:00 116252.705901 2025-09-20 18:00:00+00:00 116296.543995 2025-09-20 19:00:00+00:00 116336.916180 2025-09-20 20:00:00+00:00 116374.647329 2025-09-20 21:00:00+00:00 116410.200147 2025-09-20 22:00:00+00:00 116443.943414 2025-09-20 23:00:00+00:00 116476.401907 2025-09-21 00:00:00+00:00 116508.167029 2025-09-21 01:00:00+00:00 116536.594784 2025-09-21 02:00:00+00:00 116576.987672 2025-09-21 03:00:00+00:00 116623.614951 2025-09-21 04:00:00+00:00 116669.962257 2025-09-21 05:00:00+00:00 116715.120757 2025-09-21 06:00:00+00:00 116759.292877 2025-09-21 07:00:00+00:00 116802.591505 2025-09-21 08:00:00+00:00 116845.061769 2025-09-21 09:00:00+00:00 116886.657031 2025-09-21 10:00:00+00:00 116927.449662 2025-09-21 11:00:00+00:00 116967.677829