Blog Archive
Other
- Aug 2022 - ‘Manufacturing’ polynomials using a sigmoid neural network - practicum
- Dec 2021 - ‘Manufacturing’ polynomials using a sigmoid neural network
- Dec 2019 - Understanding the Expressive Power of ReLU Networks
- Oct 2019 - Ridge Regularization on Linear Regression and Deep Learning Models
- Sep 2019 - Lasso Regularization on Linear Regression and Deep Learning Models
- Sep 2019 - Lasso, Ridge and Dropout Regularization in Deep Learning — their effects on Collinearity
- Sep 2019 - CNN vs Fully-Connected Network for Image Processing
- Aug 2019 - Equivalence of MLE and OLS in Linear Regression
- Jan 2019 - Simple Linear Regression and ANOVA
- Sep 2018 - Introduction to Bayesian Statistics - Part 2
- Aug 2018 - Bayes Theorem - The Basic Math
- Jul 2018 - Introduction to Bayesian Statistics - Part 1
- Jul 2018 - Applications of Bayes Theorem in Medicine
- Jul 2018 - A Short Note on Regularization
- Jun 2018 - OLS Linear Regression: Hyperplane of Zero Net Force and Torque