December 2023
Intermediate to advanced
370 pages
8h 20m
English
Content preview from Developing Kaggle Notebooks
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8
Analyzing Acoustic Signals to Predict the Next Simulated Earthquake
In the previous chapters, we explored basic table-formatted data, covering categories like categorical, ordinal, and numerical data, as well as text, geographical coordinates, and imagery. The current chapter shifts our focus to a different data category, specifically, simulated or experimental signal data. This data type often appears in a range of formats beyond the standard CSV file format.
Our primary case study will be data from the LANL Earthquake Prediction Kaggle competition (see Reference 1). I contributed to this competition with a widely recognized and frequently forked notebook titled LANL Earthquake EDA and Prediction (see Reference 2), which will serve as the ...
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