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classification-models

Here are 11 public repositories matching this topic...

ahmedshahriar / Customer-Churn-Prediction

Extensive EDA of the IBM telco customer churn dataset, implemented various statistical hypotheses tests and Performed single-level Stacking Ensemble and tuned hyperparameters using Optuna.

kaggle xgboost hyperparameter-optimization scipy lightgbm binary-classification ensemble-classifier catboost pandas-python classification-models optuna customer-churn-prediction stacking-ensemble

Updated Nov 9, 2021
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arjunsingh88 / Big-Data-Pyspark

The goal was to perform predictive maintenance on commercial turbofan engine. The approach used here is a data-driven approach, meaning that data collected from the operational jet engine is used to perform predictive maintenance modeling. To be specific, to build a predictive model to estimate the Remaining Useful Life ( RUL) of a jet engine ba…

big-data pyspark predictive-modeling regression-models classification-models

Updated Jun 1, 2020
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gtrane / Medical-News-of-2022-Topic-Modeling-Clustering-and-Classification

Utilized Jupyter Notebooks to scrape over 8,764 articles from a medical news site and applied clustering, LDA topic modeling, and classification techniques to find similar news topics and predict article sentiment

python jupyter-notebook topic-modeling scraping-websites cluster-analysis classification-models

Updated Aug 11, 2023
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virajbhutada / Telecom-Customer-Churn-Prediction

Predict and prevent customer churn in the telecom industry with our advanced analytics and Machine Learning project. Uncover key factors driving churn and gain valuable insights into customer behavior with interactive Power BI visualizations. Empower your decision-making process with data-driven strategies and improve customer retention.

data-science machine-learning neural-network python-library machine-learning-algorithms eda pandas data-analysis logistic-regression powerbi roc-curve decision-tree-classifier churn-prediction machine-learning-models random-forest-classifier classification-models customer-churn-prediction customer-attrition-analysis xgboost-classifier powerbi-desktop

Updated Jun 28, 2024
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moumi-18 / credit_card_lead_prediction

For the kaggle project - Credit Card Lead Prediction, the repository contains the deployment details, project documentation file and project link.

machine-learning-algorithms python3 flask-application powerbi heroku-deployment datavisualization dataanalysis datacleaning classification-models

Updated Feb 3, 2023
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justinhamilton125 / Justin_Hamilton_Portfolio

This is my portfolio containing files I have used for my various projects

python rstudio jupyter-notebook machinelearning-r classification-models

Updated Aug 1, 2023
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briana-mcspadden / MachineLearning

Machine Learning Class at Harding Univeristy

random-forest regression-models principal-component-analysis tree-models classification-models

Updated Jul 30, 2023
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satyajitovelil / Bertelsmann-Arvato_Customer-Segmentation_and_Prediction

Capstone Project for the Data Scientist Nanodegree by Udacity.

kaggle-competition unsupervised-machine-learning classification-models customer-segmentation-analysis yellowbrick

Updated May 8, 2023
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Customer_Churn_Prediction

SolanaO / Customer_Churn_Prediction

Binary classification project in PySpark on an AWS-EMR cluster to predict customer churn.

machine-learning pyspark churn-user-prediction classification-models aws-cluster stacking-algorithm

Updated Jun 6, 2022
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Nazarkovsky / Heart-Attack-Prediction

The project was prepared and submitted within the Brazilian "Bootcamp Data Science na prática" by Neuron (https://www.facebook.com/neuronDSAI/photos/a.1924971354499031/2664668797195946/?type=3&eid=ARCBaznRnMGbE-iFheLbf7HyZpHcxpz7vT-F8J9Yl9_BrqHtwnjLsmdbyaE4l4nbEJKXWdg2aLyGuj7B&ifg=1).

svm-classifier classification-algorithm logistic-regression-algorithm k-nearest-neighbors-k-nn classification-models

Updated Feb 16, 2021
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toby-cheng / Fraud-Detection

Fraud Detection of a 6 million row dataset using AWS and Spark

aws aws-s3 ml pyspark fraud-detection f1-score big-data-analytics synthetic-dataset-generation sagemaker classification-models

Updated Mar 27, 2020
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