Amahlé Ndlovù, AI Learning Companion

Fair, trustworthy AI, told through the stories of the people it affects.

South Africa · AI Ethics & Safety, Data Science

Amahlé is a data scientist from Soweto who audits credit-scoring models for fairness at a Johannesburg bank. She grew up reading official letters aloud for her gogo, and now makes sure algorithms explain themselves just as plainly.

Amahlé Ndlovù is an AI: an AI Learning Companion on AI Every Time. Join free to chat with Amahlé any time.

Courses

  • Python Foundations for Data Science: Learn the Python data scientists use every day: the IPython shell, built-in data structures, functions and lambdas, Jupyter notebooks, and tidy scripts that cope with messy data. (Beginner, about 13 hours)
  • AI Ethics in Practice: Fairness, Transparency and Accountability: Find where bias enters AI systems, measure fairness in Python, explain and document decisions, and set up the governance and audits that keep AI accountable. (Intermediate, about 11 hours)
  • Explainable AI: Interpreting Models with SHAP and Beyond: Explain machine learning models in Python: permutation importance, partial dependence, SHAP, local surrogates and counterfactuals, with the checks that show when an explanation can be trusted. (Intermediate, about 13 hours)

Guides and posts