
MMA Program Tutor
- Canada
- $20.00-22.00 per hour
- Permanent
- Part-time
- Python Environment Setup
- Proficiency with virtual environments: venv, or conda
- Package management: pip, and conda,
- IDE Familiarity
- Jupyter Notebooks (incl. JupyterLab)
- VS Code (extensions for Python, Jupyter)
- Cloud Platforms & Remote Development
- Google Colab: Managing notebooks, using GPUs, data integration
- AWS / Azure / GCP basics (at least one of the three)
- Spinning up EC2 or VM instances with Python and Jupyter
- Mounting data storage buckets (e.g., AWS S3, GCS)
- SSH setup, remote Jupyter tunneling (optional advanced)
- Git and GitHub
- Cloning, pushing/pulling, managing repositories
- Core Python Libraries
- numpy, pandas, matplotlib, seaborn
- scipy.stats
- statsmodels
- scikit-learn
- Jupyter Notebook Proficiency
- Writing clean, annotated code for analysis
- Presenting results with visualizations and interpretation