Advanced Topics

Advanced Topics 🔍

This module covers advanced data analysis techniques for nutrition research, using hippo-themed datasets (🦛).

Notebooks

  • Bayesian Methods
    Introduction to Bayesian methods for nutrition data.
    View HTML | Open in Colab

  • Workflow Automation
    Automate data analysis workflows.
    View HTML | Open in Colab

  • Advanced Bayesian Modelling
    Apply advanced Bayesian methods.
    View HTML | Open in Colab

  • Databases and SQL
    Use SQL for querying nutrition datasets.
    View HTML | Open in Colab

  • Dashboards
    Build interactive dashboards for data exploration.
    View HTML | Open in Colab

Datasets

  • data/large_food_log.csv: Used in advanced analysis notebooks.