NSCI 801 - Quantitative Neuroscience book
NSCI 801 - Quantitative Neuroscience Syllabus
1. Introduction
2. Google COLAB and Python
3. Advanced Python
4. Data Collection and Signal Processing
5. Descriptive Statistics
6. Advanced Statistics
7. Image Processing
8. Bayesian statistics and hypothesis testing
9. Models in Neuroscience
10. Data Neuroscience Overview
11. Correlation vs. Causality
12. Reproducibility, reliability, validity
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