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  • United Kingdom

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Haydn-Martin/README.md

Summary

Full-stack data scientist interested in anything data-related. Basically how to leverage data to build cool things and entertain myself.

Particularly interested in applications of theory, building things end-to-end, and doing stuf from scratch. Preferably projects that combine 2/3 of these things.

Repositories

They are a bit messy due to the nature of serving different purposes, being created at different times, written in different languages, etc. They come in the following types:

  • Recent Projects. Stand-alone projects, mostly ML stuff. Name should be lower case separated by dashes, like-this. Should be largely simple and well-structured.
  • Legacy Projects. Random repositories where I have dumped code I wrote before I started using GitHub. Project name in CamelCase, varying degree of just about everything in these. Largely not structured in a sensible way.
  • Other. Random repos with no common thread.
    • Haydn-Martin.github.io - new DS blog
    • Perpetual_Prudence - old WordPress personal finance/investing blog custom code and analysis in R
    • Prob_Stat_ML - playign around with theory implementation in python and R
  • Private. Either containing PI, not ready, or top secret for undisclosed reasons. The less said about these the better...

Pinned

  1. bank-marketing-e2e-model bank-marketing-e2e-model Public

    Creating a model from data in a UCI repo to web page UI to predict the deposit term subscribers from bank marketing efforts.

    Jupyter Notebook

  2. credit-risk-model-exploration credit-risk-model-exploration Public

    Exploring credit risk data and experimenting with different models.

    Jupyter Notebook

  3. fraud-detection-advanced-algorithms fraud-detection-advanced-algorithms Public

    Comparing a neural network (in both TF and PyTorch) to XGBoost when it comes to the task of predicting fraudulent credit card transactions.

    Jupyter Notebook

  4. Perpetual_Prudence Perpetual_Prudence Public

    Financial/Economic analysis for my blog Perpetual Prudence. Mostly in R.

    R

  5. Prob_Stat_ML Prob_Stat_ML Public

    Probability, statistics and machine learning.

    Jupyter Notebook

  6. Haydn-Martin.github.io Haydn-Martin.github.io Public

    The code (taken from a template) for GitHub Pages blog focused on all things data science.

    HTML