DDE-1/Clustering.md

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 ## Additional materials
 
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+-[Encode Categorical Variables](https://machinelearningmastery.com/how-to-prepare-categorical-data-for-deep-learning-in-python/)
+-[Anomaly Detection with K-Means Clustering](http://amid.fish/anomaly-detection-with-k-means-clustering)
+-[Clustering of Time Series](http://www.cs.ucr.edu/~eamonn/meaningless.pdf)
+-[Accuracy: from classification to clustering evaluation](https://smorbieu.gitlab.io/accuracy-from-classification-to-clustering-evaluation/#accuracy-from-classification-to-clustering-evaluation)
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+-[Anomaly Detection Example with K-means](https://www.datatechnotes.com/2020/05/anomaly-detection-with-kmeans-in-python.html)
+-[scipy clustering](https://docs.scipy.org/doc/scipy/reference/generated/scipy.cluster.hierarchy.fcluster.html)
+-[SciPy Hierarchical Clustering and Dendrogram](https://joernhees.de/blog/2015/08/26/scipy-hierarchical-clustering-and-dendrogram-tutorial/)
+-[Inductive Clustering](https://scikit-learn.org/stable/auto_examples/cluster/plot_inductive_clustering.html#sphx-glr-auto-examples-cluster-plot-inductive-clustering-py)
+-[Clustering Course Notes](https://ocw.mit.edu/courses/sloan-school-of-management/15-097-prediction-machine-learning-and-statistics-spring-2012/lecture-notes/MIT15_097S12_lec05.pdf)
+-[Bosch Production Line Performance](https://www.kaggle.com/c/bosch-production-line-performance/data)