Linear Algebra Series - Matrix Algebra
Just as numbers have arithmetic, grids of numbers have their own algebra. We treat matrices as single units, mastering addition, scaling, and multiplication—operations that form the computational backbone of modern graphics processing and neural networks.
Linear Algebra Series - Systems of Linear Equations
Linear algebra starts with solving systems to find where lines and planes intersect. We’ll move beyond substitution to systematic algorithms like Gaussian Elimination, solving massive systems efficiently while determining if solutions exist and are unique.
Concept Explainer Series - Terraform Modules
Writing the same infrastructure code for every environment is tedious and error-prone. We will explore how modules allow you to package resources into reusable components, adhering to the "Don't Repeat Yourself" philosophy to scale your infrastructure efficiently.
Concept Explainer Series - SSH: Secure Shell
Managing servers remotely requires a connection you can trust, and SSH is the industry standard for safe communication over an unsecured network. We will explain how the SSH protocol creates an encrypted tunnel that allows you to control a remote computer as if you were sitting right in front of it.
Concept Explainer Series - AI: Multi-Agent System
Single LLMs are impressive, but creating a team of them unlocks a completely new level of problem-solving capability. We will explore Multi-Agent Systems (MAS), where distinct AI agents collaborate, debate, and verify each other's work to handle complex workflows autonomously.
Concept Explainer Series - Git Version Control
Coding without a safety net is risky, which is why version control is an absolute requirement for professional developers. We’ll explain how Git tracks every change you make, acting as a time machine that allows you to revert errors and review your project's history.
Interactive Python Series - Modules
Python’s standard library is vast, providing ready-made tools for math, random numbers, and system interactions. Learn how to import and utilize modules like math, datetime, and os to avoid reinventing the wheel.
