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sakbarpu / Clustering_DimReduction

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The implementations in this repository deal with clustering and dimensionality reduction for MNIST digits dataset. Kmeans clustering algorithm is implemented. Also different hierarchical clustering algorithms are tested. We also play with the PCA and TSNE embeddings of the MNIST dataset.

embeddings mnist pca mnist-dataset kmeans digit-recognition tsne principal-component-analysis kmeans-clustering kmeans-algorithm kmeans-clustering-algorithm
  • Updated May 6, 2018
  • Python

pavan-mg / online-courses

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Details of certified courses covered by me. Includes notes and solutions to programming exercises.

python machine-learning deep-learning neural-network tensorflow machine-learning-algorithms keras regression recurrent-neural-networks rnn convolutional-neural-networks support-vector-machines principal-component-analysis ne u-net data-structures-and-algorithms siamese-neural-network gated-recurrent-units mobile-nets transformer-networks
  • Updated Oct 19, 2023
  • MATLAB

gtsa / How_well_do_you_perform_your_work-out---ML_Case-Study

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In this project we can see in action and in detail a big part of the ML pipeline (data wrangling,model building, model evaluation) that comprises different algorithms and approaches such as Decision Trees (RPART), Linear Discriminant Analysis (LDA), Gradient Boosting Machne (GBM), Random Forest (RF) Support Vector Machine (SVM) with or without M…

machine-learning random-forest cross-validation model-selection classification dimensionality-reduction gradient-boosting-machine support-vector-machine data-wrangling data-preprocessing decision-trees principal-component-analysis model-evaluation linear-discriminant-analysis model-building model-stacking
  • Updated Aug 27, 2020
  • R

Faisal-AlDhuwayhi / Identify-Customer-Segments

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Identifying Customer Segments using unsupervised learning techniques

machine-learning clustering scikit-learn sklearn jupyter-notebook pca dimensionality-reduction population k-means unsupervised-learning udacity-nanodegree unsupervised-learning-algorithms principal-component-analysis feature-scaling feature-transformation udacity-machine-learning-nanodegree identifying-customer-segments
  • Updated Jul 8, 2023
  • Jupyter Notebook

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