Hi everyone! We hope you're having a great holiday. We wanted to talk a little about the use case we picked for our book on machine learning pipelines. For the book, we decided to train a model that forecasts Bitcoin (BTC) prices and then use a big data streaming architecture to make trades based on our forecasts. Pretty cool right? We think so! So here's a bit on how it works. Making a prediction We use historical BTC price data available from Kaggle. This dataset contains years of minute-by...

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