Core Python & OOP Architecture: Classes, Logic and Data Structures.
Statistical Modeling (Linear & Logistic Regression, GLM), Model Diagnostics & Forecasting. Custom functions and algorithms (Matrix operations, Loops).
Advanced Data Analysis: Power Query, Pivot Tables, Dynamic Dashboards & Slicers, Complex Functions.
Querying (Select, Group By, Aggregations), DB Design (E-R Model), Data Extraction.
Procedural and structured programming (academic background). Code logic, variable management and loops.
Scientific and academic typesetting: structured documents, reports and presentations.
Deployment
Version Control
Code Editing
Design
Creative AI
Productivity
LaTeX Editor
Whiteboarding
Diagramming
AI Coding
Collaboration
Critical Thinking
Leadership
Strategy