abhinav-neil/customer-segmentation-clustering

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Created over 2 years ago
Updated over 2 years ago

abhinav-neil/customer-segmentation-clustering

abhinav-neil

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Customer segmentation using clustering

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customer-churn

Analyze and predict bank customer churn using various classification algorithms

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tfx-kubeflow-bigq-pipe

A production ready ML pipeline on Google Cloud Platform using Tensorflow Extended (TFX), Apache Beam, Kubeflow & BigQuery.

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A jupyter notebook to generate song lyrics using LSTM network.

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A jupyter notebook for NLP and topic modelling on wiki movie plots with spaCy. EDA, NLP (tokenization, PoS, NER, dependency parsing) and visualization of clusters

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A jupyer notebook to model explainability and inference in ML models (random forests, decision trees), using permutation importance, partial dependence plots and SHAP. Bank customer transactions dataset for classification.

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