Welcome to Your EEG Learning Journey
This course provides hands-on workbooks covering everything from Python basics to advanced EEG analysis techniques. Each module includes:
- Interactive exercises with fill-in-the-blank code
- Multiple choice questions to test understanding
- Practical projects using real EEG scenarios
- Complete answer keys for self-assessment
- Professional teal and dark grey themed design
10-12
Exercises per Module
Available
Topics Covered:
- Python with Neuroscience Examples
- NumPy for EEG Data
- Pandas for Event Management
- Matplotlib for EEG Visualization
- Project: Multi-channel EEG Viewer
Available
Topics Covered:
- Digital Signal Processing & Sampling Theory
- Frequency Domain Analysis (FFT, PSD)
- Digital Filtering for EEG
- Time-Frequency Analysis (STFT, Wavelets)
- Project: Frequency Analyzer
Available
Topics Covered:
- Functional Neuroanatomy
- EEG Rhythms & Generators
- 10-20 Electrode System
- Sleep Stages & EEG
- Project: Rhythm Detection Algorithm
Available
Topics Covered:
- EEG Hardware Overview
- Electrode Application & Impedance
- Real-time Data Acquisition (LSL, BrainFlow)
- Experimental Design for EEG
- Video Demo: Proper Application
Coming Soon
Topics Covered:
- Artifact Detection & Removal
- Independent Component Analysis (ICA)
- Advanced Filtering Techniques
- Event-Related Potentials (ERPs)
- Source Localization Basics
🔒 Coming Soon
Coming Soon
Topics Covered:
- Statistical Fundamentals
- Time-Series Statistics
- Group-Level Analysis
- Effect Sizes & Power Analysis
- Project: Group Comparison Tool
🔒 Coming Soon
Coming Soon
Topics Covered:
- Feature Engineering for EEG
- Classical ML Methods
- Deep Learning for EEG
- Model Validation
- Real-Time Classification
🔒 Coming Soon
Coming Soon
Project Options:
- Sleep Quality Monitor
- Meditation Feedback System
- Attention Monitor for ADHD
- Motor Imagery BCI
- Custom Project
🔒 Coming Soon