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1. Hertfordshire-Secondary-School-Performance-Analysis Hertfordshire-Secondary-School-Performance-Analysis Public

   This project builds a four-year Secondary School Performance (KS4) analysis panel for Hertfordshire schools using data published by the government.

   Jupyter Notebook

2. movie-recommender movie-recommender Public

   Movie-recommendation project using a hybrid of collabarative filtering and contents-based filtering with TFX

   Python

3. Metal-defect-detection Metal-defect-detection Public

   This project implements semantic segmentation models to detect and classify steel surface defects. A VGG-like model and Lightweight EfficientNet U-Net model were trained on the Severstal Steel Defe…

   Jupyter Notebook

4. Predict-Organic-Chemical-Boiling-Point Predict-Organic-Chemical-Boiling-Point Public

   This project goes through the ML project cycle of data collection, data pre-processing and feature enginneering, model training and validation. Five classic ML architectures are evaluated to predic…

   Jupyter Notebook

5. Time-Series-Forecasting-On-UK-Monthly-Average-Temperature Time-Series-Forecasting-On-UK-Monthly-Average-Temperature Public

   This project conducts a Univariate Time-Series analysis to forecast UK Monthly Average Temperature and compares the SARIMAX implementation versus auto_arima way.

   Jupyter Notebook

6. Access-PubChem-Data-via-API Access-PubChem-Data-via-API Public

   This project scrapes chemical boiling points data from PubChem via the PubChem API

   Python