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  1. Modeling_Airbnb Modeling_Airbnb Public

    Modelling Airbnb's property listing dataset: from regression and classification models with hyperparameters tuning to neural network training with pytorch.

    Python

  2. Network_Performance_Analysis Network_Performance_Analysis Public

    Statistical analysis in Python performed on the network performance time data.

    Jupyter Notebook

  3. CFG_Python_Challenge CFG_Python_Challenge Public

    Python challenge with visualisation (matplotlib, seaborn, plotly, Dash)

    Jupyter Notebook

  4. DataPipeline DataPipeline Public

    Interactive Data Scraper for Ofsted website. Collects data & snapshots, uses AWS S3, RDS, EC2 for storage, deploys Docker image to hub (irinakw/ofstedscraper).

    Python 1

  5. Football_ML Football_ML Public

    A large number of files about football matches since 1990 are to be cleaned and fed to the model. Then, different models are trained with the dataset, and the best performing model is selected. The…

    Jupyter Notebook

  6. Activity-Recognition-ML-in-R Activity-Recognition-ML-in-R Public

    The goal: predict the manner in which the participants did the exercise (train-test split for ML).

    HTML