Personal Knowledge Vault: Archive Your Experience and Access Everywhere
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Introduce a homebrew web application to document your experience and publicly accessed via streamlit community cloud.
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An Ordinal Classification Metric: Closeness Evaluation Measure
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Introduce an evaluation metric for the ordinal classification task.
The overview and nitty-gritty bit of Tableau
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A beginner guide to familiarize with the fundamental concepts and development workflow of Tableau.
Fourier Transform
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Fourier Transform is a novel method that is widely used in signal processing. This post to explain the intuition behind its mathematical operations and idea to apply it in machine learning.
Code: Github
An education toolkit to illustrate Dynamic Time Warping algorithm
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Dynamic Time Warping algorithm oftener used as a black box method to quantify the deviation between two time series. This post to unveil the intuitive sense and hope to broaden its practical use.
Prerequisite: recursion concept, Python programming language.