# JolokLabs (joloklabs.com) — Interactive Engineering & Computing Platform

> JolokLabs is an interactive engineering and computational learning platform founded by Jolok Banarjee (Aerospace & Computational Engineer). It offers mastery-based courses, step-by-step technical tutorials, runnable Python labs, FEA & 3D CAD simulations, reference handbooks, and verifiable digital certificates.

## Core Platform Sections
- [Homepage](https://joloklabs.com/): Overview of interactive engineering courses, tutorials, and learning methodology.
- [Engineering Courses Catalog](https://joloklabs.com/courses/): Full catalog of live interactive and upcoming engineering courses.
- [Step-by-Step Tutorials](https://joloklabs.com/tutorials/): Progressive-disclosure technical guides with runnable Python examples.
- [Technical Articles & Cheat Sheets](https://joloklabs.com/articles/): Practical engineering articles, unit-checking guides, and computational cheat sheets.
- [Handbooks & Reference Notes](https://joloklabs.com/notes/): Downloadable PDF and ZIP engineering notes and study handbooks.
- [Engineering Concept Shorts](https://joloklabs.com/shorts/): Focused 60-second visual breakdowns organized by series.
- [Certificate Verification](https://joloklabs.com/verify/): Official public registry to verify JolokLabs course completion certificates.
- [Contact & Collaboration](https://joloklabs.com/contact/): Direct inquiry and research/educational collaboration with Jolok Banarjee.
- [Full AI Curriculum Knowledge Base](https://joloklabs.com/llms-full.txt): Detailed syllabus and module breakdown for all courses and tutorials.

## Live Interactive Engineering Courses
- [Test](https://joloklabs.com/courses/test/): [ML · Beginner · Free Open Curriculum] test

## Upcoming Engineering Curriculum & Syllabi
- [test](https://joloklabs.com/courses/test5/): [test · Beginner · Coming Q1 2027] test
- [test2](https://joloklabs.com/courses/test2/): [ML · Beginner · In Development] test
- [Python for Engineering and Lab Data](https://joloklabs.com/courses/python-for-engineering-and-lab-data/): [Python · Beginner · In Active Production · Q1 2027] Turn raw measurements into calculations, plots, and reproducible reports you can defend. Learn variable representations, physical units, sensor calibration, matrix operations, and error diagnosis for engineering problems.
- [AI Assisted Engineering Workflows](https://joloklabs.com/courses/ai-assisted-engineering-workflows/): [Applied AI · Intermediate · Coming Soon · 2027] Use AI to draft code and technical documentation while checking every engineering result. Learn prompt engineering for physical systems, unit auditing, formula derivation checks, and building human-verified analysis logs.
- [Sensor Time Series and Condition Monitoring](https://joloklabs.com/courses/sensor-time-series-condition-monitoring/): [Signal Processing · Intermediate · Coming Soon · 2027] Analyze vibration and sensor histories before training complex machine learning models. Master timestamp alignment, irregular sampling, statistical feature extraction, spectral FFT analysis, and anomaly alerting.
- [Predictive Maintenance and Turbofan RUL with Python](https://joloklabs.com/courses/predictive-maintenance-turbofan-rul/): [Machine Learning · Advanced · Flagship Course · 2027] Build and audit a turbofan engine prognostics project using the NASA C-MAPSS dataset. Master degradation modeling, leak-free sequence windowing, RUL regression, baseline comparisons, and explainable AI with SHAP.
- [Engineering Dashboards and Model Deployment](https://joloklabs.com/courses/engineering-dashboards-model-deployment/): [Software & Deployment · Intermediate · Coming Soon · 2027] Turn a validated computational notebook into a standalone, usable engineering tool. Build interactive web applications, define strict input validation contracts, handle file uploads, and deploy models with clear UI.
- [Material Data and Structural Analysis](https://joloklabs.com/courses/material-data-structural-analysis/): [Structural Mechanics · Intermediate · Coming Soon · 2027] From experimental tensile test curves to verified structural mechanics models. Extract Young's modulus, formulate 1D/2D finite element stiffness matrices, apply boundary conditions, and verify numerical convergence.
- [UAV Telemetry and Simulation](https://joloklabs.com/courses/uav-telemetry-and-simulation/): [Robotics & UAV · Advanced · Coming Soon · 2027] Understand the autopilot log, diagnose communication connections, and defend flight data reports. Work with ArduPilot, MAVLink telemetry, coordinate transformations (NED/ENU), and Software-in-the-Loop (SITL) simulation.