Popular repositories Loading

1. nlp-llm-project nlp-llm-project Public

   Performing topic modelling and sentiment analysis on customer reviews using NLP and LLM pipelines.

2. time-series-forecasting-arima-ml time-series-forecasting-arima-ml Public

   Utilising time series analysis techniques - ARIMA, Deep Learning, and Hybrid Methods to forecast book sales and model demand.

3. supervised-learning-class-dropout supervised-learning-class-dropout Public

   Evaluating student demographics, engagement and performance metrics for predicting dropout likelihood using supervised learning - Neural Networks & Decision Trees.

4. naval-engine-anomaly-detection naval-engine-anomaly-detection Public

   Setting up and comparing anomaly detection systems to identify atypical engine behaviours using Statistical and Unsupervised Learning methods - IQR, One-Class SVM & Isolation Forest.

5. unsupervised-learning-customer-segmentation unsupervised-learning-customer-segmentation Public

   Performing customer segmentation by utilising unsupervised learning methods - Hierarchical & K-means clustering, with further dimensionality reduction for clearer modelling and visualisation.