Marcin Stasko, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Mon, 13 Jan 2025 16:58:15 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Marcin Stasko, Author at Towards Data Science https://towardsdatascience.com 32 32 Understanding Predictive Maintenance - Wave Data: Feature Engineering (Part 2 Spectral) https://towardsdatascience.com/understanding-predictive-maintenance-wave-data-feature-engineering-part-2-spectral-3eced3bdbb3e/ Fri, 01 Dec 2023 05:24:35 +0000 https://towardsdatascience.com/understanding-predictive-maintenance-wave-data-feature-engineering-part-2-spectral-3eced3bdbb3e/ Feature Engineering of spectral data

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]]> Understanding Predictive Maintenance - Wave Data: Feature Engineering (Part 1) https://towardsdatascience.com/understanding-predictive-maintenance-wave-data-feature-engineering-part-1-fd22b6a19323/ Tue, 21 Nov 2023 01:36:52 +0000 https://towardsdatascience.com/understanding-predictive-maintenance-wave-data-feature-engineering-part-1-fd22b6a19323/ All the information you need to start learning about wave-data signal processing

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]]> Understanding Predictive Maintenance - Unit Roots and Stationarity https://towardsdatascience.com/understanding-predictive-maintenance-unit-roots-and-stationarity-f05322f7b6df/ Mon, 13 Nov 2023 16:53:54 +0000 https://towardsdatascience.com/understanding-predictive-maintenance-unit-roots-and-stationarity-f05322f7b6df/ Understanding Predictive Maintenance – Unit Roots and Stationarity Article Purpose In this article, we’re diving into the critical concepts of unit roots and stationarity. Buckle up for an exploration into why checking stationarity is crucial, what unit roots are, and how these elements play a key role in our predictive maintenance arsenal. We will also […]

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]]> Understanding Predictive Maintenance – Data Acquisition and Signal Denoising https://towardsdatascience.com/understanding-predictive-maintenance-data-acquisition-and-signal-denoising-0309b1b103a7/ Wed, 08 Nov 2023 15:28:23 +0000 https://towardsdatascience.com/understanding-predictive-maintenance-data-acquisition-and-signal-denoising-0309b1b103a7/ Get some practical experience

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