22/06/2026
Week 12, at Ibadan Digital Academy. Structured ex*****on across every discipline.
✓ Software Development — Django authentication: login/logout views, authenticate() and login() functions, login_required decorator, next parameter redirect logic, static file setup, CSS linking with load static, and block-level page styling.
✓ Data Analysis — Pandas operations: kernel restart, describe() statistics, value_counts() with normalize, lambda functions with apply() for conditional upgrades, column renaming, new column creation, string case manipulation, and introductory visualisation with line, bar, and histogram charts.
✓ Cybersecurity — MITRE ATT&CK: tactics vs techniques vs sub-techniques, attack ID mapping across initial access, ex*****on, persistence, credential access and exfiltration, threat group analysis, and hands-on ATT&CK Navigator exercises.
✓ Data Science — Elbow method with WCSS for optimal cluster selection, cluster interpretation via group mean analysis, business insight derivation from K-Means output, PCA for dimensionality reduction to 2D, Silhouette Score, and Davies-Bouldin Index for cluster evaluation
Fellows built, mapped, and applied under instructor guidance.
Supported by 3MTT Nigeria Airtel Nigeria, NITDA Nigeria and
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