SWS Technologies

InfraLab

Learn by doing, in a real terminal.

InfraLab is our hands-on, project-based learning platform. Live terminal and notebook environments, real lab tasks, an AI mentor that guides instead of autocompleting, and instant automated checks — all running right in your browser.

Project-based curriculum

Courses across infrastructure, Python, AI/ML, VLSI automation, and applied statistics — built around real tasks, not slides.

Live terminal & notebook environments

Real infrastructure and code environments running in the browser — no local setup, no "works on my machine."

An AI mentor, not autocomplete

Guidance is designed to build understanding — it nudges learners toward the answer instead of handing it to them.

Instant automated checks

Lab tasks are graded automatically as you work, so feedback arrives in seconds, not after a review cycle.

Example Courses

Live on the platform today

Infrastructure & DevOps Engineering

The InfraLab foundational DevOps learning path.

AI & Machine Learning Introduction

Foundational course for AI and ML workflows on the InfraLab platform.

Python Introduction

Python from first syntax through data structures, functions, object-oriented design, the standard library, and hands-on projects.

Intro to Statistics with Python

Statistics through a running online-learning-platform narrative — descriptive statistics through hypothesis testing, ANOVA, and regression — using Python throughout.

Python for VLSI Automation

Python through a chip-design narrative — from first syntax into VLSI/EDA automation (netlist and report parsing, dashboards, PPT generation) — culminating in a design sign-off automation capstone.

Single-tenant, private-labeled cohorts

Beyond the public platform, we deploy InfraLab as a dedicated, single-tenant instance for organizations that want private cohorts, custom curriculum tracks, and their own data boundary — rather than a shared multi-tenant SaaS.