Machine Learning Projects

This repo contains a sampling of my Python Jupyter ML notebooks that I write about on my website.

• Predicting Customer Churn:
  • Project writeup - https://aiengineer.work/projects/predict-churn
  • Notebook - https://github.com/100stacks/ml-projects/blob/main/content/predict_customer_churn.ipynb
• Optimizing Customer Support Operations:
  • Project writeup - https://aiengineer.work/projects/customer-support
  • Notebook - https://github.com/100stacks/ml-projects/blob/main/content/customer_support_nlp.ipynb
• DeepSeek R1 GRPO Explained:
  • Project writeup - https://aiengineer.work/projects/deepseek
  • Notebook - https://github.com/100stacks/ml-projects/blob/main/content/deepseek-r1_unsloth_grpo.ipynb

All notebooks are deployed to my website and GitHub Pages.

• Website deployment: https://ml.aiengineer.work/lab/index.html
• GitHub Pages deployment: https://100stacks.github.io/ml-projects/lab/index.html

---

I am using the amazing JupyterLite to host browser-based interactive Jupyter notebooks.

NOTE: The interactive notebook session is using your device resources and local storage, so this is different from using an online colab site, such as, DeepNote or Google Colab.