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I've built 4 ML models to predict Bitcoin prices. Here's what actually worked.

Alexander Masztakowski's avatar
Alexander Masztakowski
Nov 02, 2025
∙ Paid

Building and comparing LSTM, GRU, and hybrid architectures for time series forecasting

Let’s be honest: predicting Bitcoin prices is notoriously difficult. The market is chaotic, influenced by everything from Elon Musk’s tweets to regulatory announcements. But that’s exactly what makes it an interesting ML challenge.

I spent the last few weeks building an…

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