unsupervised-machine-learning

Here are 48 public repositories matching this topic...

paulfoley / Udacity_Nanodegree-Machine_Learning

Udacity Nanodegree - Machine Learning - Supervised Learning, Unsupervised Learning, and Reinforcement Learning

machine-learning udacity reinforcement-learning certificate machine-learning-algorithms supervised-learning reinforcement-learning-algorithms unsupervised-learning udacity-nanodegree unsupervised-learning-algorithms udacity-machine-learning-nanodegree supervised-machine-learning unsupervised-machine-learning supervised-unsupervised-learning supervised-learning-algorithms unsupervised-clustering

Updated Aug 3, 2017
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fileung / UdacityMLNDProject3CustomerSegments

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Udacity - Machine Learning - Project 3 (Unsupervised Learning) - Creating Customer Segments - Submit Files Only - Passed Wed 29 Nov 2017

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Updated Nov 29, 2017
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robertyoung2 / Creating-Customer-Segments

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Reviewed unstructured data to understand the patterns and natural categories that the data fits into. Used multiple algorithms and both empirically and theoretically compared and contrasted their results. Made predictions about the natural categories of multiple types in a dataset, checked predictions against the result of unsupervised analysis.

data-science machine-learning udacity nanodegree creating-customer-segments unsupervised-machine-learning

Updated Jan 8, 2018
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en-ashay / Creating-Customer-Segment-

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Final project Of machine learning Nanodegree (Unsupervised Learning)

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Updated Aug 22, 2018
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JuzerShakir / Creating-Customer-Segments

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Applied Unsupervised Learning techniques on product spending data collected for customers of a wholesale distributor to identify customer segments hidden in the data.

Updated Sep 30, 2018
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ashva7 / customer_segments

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Customer Segments - Machine Learning Nanodegree from Udacity

machine-learning udacity clustering heatmap machine-learning-algorithms pca-analysis pca gaussian-mixture-models dimensionality-reduction outlier-detection k-means unsupervised-learning udacity-nanodegree scatter-matrix feature-transformation biplot udacity-machine-learning-nanodegree unsupervised-machine-learning k-means-clustering customer-segments

Updated Oct 15, 2018
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Ziva1811 / customer_segments

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Application of unsupervised learning techniques on product spending data collected for customers of a wholesale distributor in Lisbon, Portugal to identify customer segments hidden in the data.

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Updated Oct 26, 2018
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SimplifyData / Customer-Segments-Arvato

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Analyze customers using unsupervised learning, PCA and K-Mean Clustering of Arvato dataset

data-science python3 pca dimensionality-reduction kmeans-clustering unsupervised-machine-learning pandas-python

Updated Jan 13, 2019
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ajaySingh027 / Identify-Customer-Segments

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Implemented Unsupervised Learning with k-means clustering to analyse population raw data

python clustering data-wrangling unsupervised-machine-learning

Updated Feb 13, 2019
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MikeHatchi / customer_segments

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Unsupervised machine learning: creating segments of customers

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Updated May 24, 2019
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sharmaroshan / Understanding-PCA

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Principal Component Analysis is One of the Most Popular Dimensionality Reduction Algorithms used in Machine Learning Which comes under Unsupervised Way of Learning. It is also Used as a way of Feature Extraction where, More Information is Extracted from all the Existing Attributes, in just some 3-4 Attributes using the Concepts of Eigen Values a…

python sklearn eda tutorials pandas pca dimensionality-reduction beginner jupyter-notebooks principal-component-analysis unsupervised-machine-learning

Updated Aug 18, 2019
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SeanPLeary / unsupervised-anomaly-model-shapley-explanations

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An investigation on the use of shapley explanations for unsupervised anomaly-detection models

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Updated Sep 2, 2019
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uniquevineet / unsupervised_learning

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Applying unsupervised learning algoriths on online shoppers intention data and model building

random-forest clustering naive-bayes-classifier pca-analysis pca logistic-regression unsupervised-learning knn decision-tree clustering-algorithm decision-tree-classifier kmeans-clustering classification-algorithims kmeans-algorithm unsupervised-machine-learning knn-classification agglomerative-clustering unsupervised-clustering logisticregression heirarchical-clustering

Updated Dec 8, 2019
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Ryan-Laird / PhenoClustR

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Exploratory Research -- Clustering Similar Patients by Phenotype

clustering phenotyping unsupervised-machine-learning phenotype-ontologies genom rare-disease

Updated Apr 28, 2020
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leo-you / Country-PCA-and-Custering

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Country Profiling Using PCA and KMeans Clustering

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Updated Jul 12, 2020
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latifahalmulla / Identify_Customer_Segments_Project

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This is the third project of iML Nano degree program from Udacity.

udacity-nanodegree unsupervised-machine-learning

Updated Nov 25, 2020
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Adam6789 / ML-Customer-Segmentation

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Unsupervised learning techniques are applied to identify in a first step segments of a population. In a second step it is being checked which of these segments are over- resp. underrepresented in a particular customer base.

unsupervised-machine-learning