# JolokLabs (joloklabs.com) — Complete Curriculum & Technical Knowledge Base

Founder & Lead Instructor: Jolok Banarjee (Aerospace & Computational Engineer)
Website: https://joloklabs.com/
Courses Catalog: https://joloklabs.com/courses/
Tutorials Catalog: https://joloklabs.com/tutorials/
Articles Library: https://joloklabs.com/articles/
Certificate Verification: https://joloklabs.com/verify/

## Courses & Detailed Module Syllabi

### test
- URL: https://joloklabs.com/courses/test5/
- Topic: test | Level: Beginner | Status: Upcoming (Coming Q1 2027)
- Summary: test
- Prerequisites: test

### test2
- URL: https://joloklabs.com/courses/test2/
- Topic: ML | Level: Beginner | Status: Upcoming (In Development)
- Summary: test

### Test
- URL: https://joloklabs.com/courses/test/
- Topic: ML | Level: Beginner | Status: Live Interactive Course
- Summary: test

### Python for Engineering and Lab Data
- URL: https://joloklabs.com/courses/python-for-engineering-and-lab-data/
- Topic: Python | Level: Beginner | Status: Upcoming (In Active Production · Q1 2027)
- Summary: 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.
- Prerequisites: High school algebra, laptop, no prior programming experience required

### AI Assisted Engineering Workflows
- URL: https://joloklabs.com/courses/ai-assisted-engineering-workflows/
- Topic: Applied AI | Level: Intermediate | Status: Upcoming (Coming Soon · 2027)
- Summary: 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.
- Prerequisites: Basic Python variables, functions, CSV inspection, and plot generation

### Sensor Time Series and Condition Monitoring
- URL: https://joloklabs.com/courses/sensor-time-series-condition-monitoring/
- Topic: Signal Processing | Level: Intermediate | Status: Upcoming (Coming Soon · 2027)
- Summary: 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.
- Prerequisites: Python arrays, plots, basic statistics (mean, variance, RMS)

### Predictive Maintenance and Turbofan RUL with Python
- URL: https://joloklabs.com/courses/predictive-maintenance-turbofan-rul/
- Topic: Machine Learning | Level: Advanced | Status: Upcoming (Flagship Course · 2027)
- Summary: 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.
- Prerequisites: Intermediate Python, NumPy, Pandas, Scikit-Learn basics, and regression statistics

### Engineering Dashboards and Model Deployment
- URL: https://joloklabs.com/courses/engineering-dashboards-model-deployment/
- Topic: Software & Deployment | Level: Intermediate | Status: Upcoming (Coming Soon · 2027)
- Summary: 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.
- Prerequisites: Basic Python functions, file I/O, completed computational script

### Material Data and Structural Analysis
- URL: https://joloklabs.com/courses/material-data-structural-analysis/
- Topic: Structural Mechanics | Level: Intermediate | Status: Upcoming (Coming Soon · 2027)
- Summary: 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.
- Prerequisites: Introductory statics/mechanics, NumPy arrays, matrix operations (Ax=b)

### UAV Telemetry and Simulation
- URL: https://joloklabs.com/courses/uav-telemetry-and-simulation/
- Topic: Robotics & UAV | Level: Advanced | Status: Upcoming (Coming Soon · 2027)
- Summary: 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.
- Prerequisites: Python functions, basic vectors/matrices, Linux terminal fundamentals

## Step-by-Step Tutorials & Topics

## Technical Articles