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Convert a Time Series Into an Image with Gramian Angular Fields and Markov Transition Fields

In my latest course (Time Series Analysis), I made subtle hints in the section on Convolutional Neural Networks that instead of using 1-D...

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Should you study the theory behind machine learning?

In this post, I want to discuss why you should not study the theory behind machine learning. This may surprise some of you, since my courses...

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Predicting Stock Prices with Facebook Prophet

Prophet is Facebook's library for time series forecasting. It is mainly geared towards business datasets (e.g. predicting adspend or CPU usage), but...