MLG 012 Shallow Algos 1
MLG 012 Shallow Algos 1

MLG 012 Shallow Algos 1

Episode publish date
March 19, 2017 5:00 AM (UTC)
Last edit date
Jul 19, 2025 12:31 PM
Last snip date
July 19, 2025 1:30 PM (GMT+1)
Last sync date
July 19, 2025 1:30 PM (GMT+1)
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Machine Learning Guide

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9
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Episode show notes

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[00:59] Deep Learning Is Not Always Best

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[02:25] Master Shallow Learning First

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[14:35] KNN: Brainless Yet Effective

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[19:45] K Means Clustering Explained

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[28:50] Association Rule Learning Insight

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[34:00] Dimensionality Reduction Using PCA

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[37:30] Decision Trees Are Transparent

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[44:50] Optimize Decision Trees with Forests

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[47:40] Leverage Scikit-learn Resources