Biopolymers and BiomembranesExplores the importance of biopolymers and biomembranes in cell mechanics and their flexibility under thermal fluctuations.
Linear Regression: BasicsCovers the basics of linear regression, binary and multi-class classification, and evaluation metrics.
Probabilistic Linear RegressionExplores probabilistic linear regression, covering joint and conditional probability, ridge regression, and overfitting mitigation.
Machine Learning BasicsCovers the basics of machine learning, including supervised and unsupervised techniques, linear regression, and model training.
