- faith
- machine-learning
- data-science
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- project
- tutorial
- essay
- slice-of-life
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Applied Math for Engineers: Deconstructing the FFT and CNNs
A deep dive into the math behind CNNs and the FFT using the AGY CLI.
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Teaching a Neural Network to Hear a Failing Bearing
Building an end-to-end predictive-maintenance pipeline on the CWRU bearing dataset — and why hitting 100% accuracy made me trust it less.
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Sentiment Analysis with TF-IDF and Logistic Regression
