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umap-hdbscan

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MadhukarSaiBabu / ML-for-Workforce-Analytics-Sales-Forecasting-Segmentation-Sentiment-Analysis

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Implemented machine learning across HR, Sales, Marketing, and PR to improve decision-making. Used models like XGBoost, Prophet, LSTM, clustering, and NLP to enhance retention, forecasting, segmentation, and sentiment analysis for business growth.

machine-learning natural-language-processing deep-learning sentiment-analysis random-forest business-intelligence naive-bayes-classifier feature-engineering kmeans-clustering dbscan-clustering customer-segmentation arima-forecasting gmm-clustering bilstm-model hdbscan-clustering-algorithm umap-hdbscan salesforcasting
  • Updated Jun 13, 2025
  • Jupyter Notebook

Adeleye-Emmanuel / Financial-News-Modelling

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Developed an unsupervised pipeline that clusters financial headlines into 100+ meaningful topics using BERTopic and HDBSCAN. Integrated sentiment analysis to track market sentiment volatility and visualize topic trends across stock tickers and time. Combined multiple datasets to create a scalable, finance-ready insight system

clustering financial-news umap-hdbscan bertopic llm prompt-engineering
  • Updated May 26, 2025
  • Jupyter Notebook

kvitK1 / ML-Driven-Clustering-of-Onboarding-Users-Strategies-for-Enhanced-Conversion

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Bachelor thesis is submitted in fulfilment of the requirements for the Bachelor of Science degree in the Department of Business Analytics and Information Technologies at the Faculty of Applied Sciences of Ukrainian Catholic University.

ml unsupervised-machine-learning k-modes spectral-clustering agglomerative-clustering categorical-data clustering-algorithms umap-hdbscan
  • Updated Apr 30, 2025
  • Python

bakraamm / ML-for-Workforce-Analytics-Sales-Forecasting-Segmentation-Sentiment-Analysis

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This repository explores machine learning applications in HR, Sales, Marketing, and PR to improve decision-making. It features models for predicting employee turnover, forecasting sales trends, and customer segmentation. 🐙📊

machine-learning deep-learning sentiment-analysis random-forest business-intelligence naive-bayes-classifier feature-engineering kmeans-clustering dbscan-clustering customer-segmentation arima-forecasting gmm-clustering bilstm-model hdbscan-clustering-algorithm umap-hdbscan salesforcasting
  • Updated Jun 21, 2025
  • Jupyter Notebook

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