Licenses & Certifications

Linear algebra, multivariate calculus and principal component analysis: the math behind how ML models train and optimize.

Python fundamentals for data work, including data structures, Pandas and NumPy, APIs, and web scraping.

The standard data-science toolkit: Jupyter Notebooks, RStudio, GitHub, and open-source data tools.

Building data-driven web apps with Django’s model-view-template structure, forms and the admin interface.

User sign-in, sessions, JavaScript and JSON in Django, and integrating third-party libraries.

Industry certification covering Unity Engine fundamentals: scripting in C#, scene and asset management, physics, animation, and UI.

Qubits, superposition and interference, quantum gates and circuits, and the basics of quantum algorithms.

Visual design basics: typography, color, composition and image-making.

Writing clear, concise professional documents and communication.