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Feb 1, 2023 · 1 min read · Hello! We decided to move the blog to: https://mlpills.dev/ You can subscribe to our newsletter so you don't miss any articles and all the exclusive content we share there! We now also have a Spanish version of the blog! With all the articles manu...
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Jan 24, 2023 · 4 min read · When working with time series data, it is important to assess the quality of a model in a way that accurately reflects real-world situations. Generally, the simplified process of building a Machine Learning model is the following: Process and clean ...
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Jan 18, 2023 · 3 min read · The activation layers and pooling layers of the Convolutional Neural Networks (CNN) will be introduced, following the first part of this series where the convolutional layers were explained. Activation Layers Normally, the feature maps are passed thr...
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Dec 16, 2022 · 3 min read · ARCH/GARCH models can assist or improve the forecast of ARIMA models. Firstly, time series data must be stationary for these models to be applicable. If not, we should apply some transformations such as differencing. Since these models are mainly use...
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Dec 7, 2022 · 4 min read · Volatility is a statistical measure of the dispersion of data or variance around its mean over a certain period of time. In finance, it refers to how much the price changes between periods. For example, if it is high, the price may increase or decrea...
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