Visualizing Eigenvectors & Eigenvalues using Python
Eigenvalue & eigenvector are probably one of the most important concepts in linear algebra. Who can expect a simple equation like Av = λv is so signific...
Recent Posts
Out-of-bag (OOB) error derivation for Random Forests
The RandomForestClassifier is trained using bootstrap aggregation, where each new tree is fit from a bootstrap sample of the training observations . The out-...
Build a Simple Neural Network with TensorFlow 2.0 in Google Colab
Let’s create a simple XOR based Neural Network with TensorFlow 2.0.
TensorFlow 2.0 - Introductory Tutorial
TensorFlow 2.0 is here! Let’s take a look at a simple tutorial on the basics of TensorFlow.
Log Loss or Cross-Entropy Cost Function in Logistic Regression
In this tutorial, I will show why MSE in not the best cost function for Logistic Regression and why do we use Log Loss or Cross Entropy Loss.