Software product manager. Book author. Passionate about everything data related. Curious.
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datascience
datascience PublicGrassroots Machine Learning with Python - examples and tutorials
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Clustering data
Clustering data 1Clustering groups samples that are similar within the same cluster.
2Unsupervised: no label provided in the data samples.
3Use the K-means algorithm.
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PCA - Principal component Analysis
PCA - Principal component Analysis 1Principal Component Analysis
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Data dimensionality reduction via is...
Data dimensionality reduction via isomap 1Isomap is a nonlinear dimensionality reduction method.
2The algorithm provides a simple method for estimating the intrinsic geometry of a data manifold based on a rough estimate
3of each data point’s neighbours
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