Contents
Algorithm
Some note of Big-O Notation • Oct 6, 2020
Bayesian
Bayesian Optimazation Classification and Regression • Jul 20, 2020
Ensemble
How to develop a Stacking Ensemble for Deep Learning Neural Networks in Python with Keras • Jan 18, 2020
git
The Git branches developing standard you should know • Mar 12, 2020
jupyter
Using Scikit-Learn Neural Network Class to classify MNIST • Mar 2, 2020
Cost-Sensitive Decision Trees for Imbalanced Classification • Feb 26, 2020
Fastpages Notebook Blog Post • Feb 20, 2020
LightGBM
Data Science Project imporvement, using LightGBM to gain more accuracy and no need to One-Hot Encoding • Apr 15, 2020
Machine Learning
F1 Score vs ROC AUC vs Accuracy vs PR AUC, Which Evaluation Metric Should you Choose? • Oct 5, 2020
About Feature Scaling and Normalization • Sep 19, 2020
End-to-End Data Science Project with Adult Income Dataset • Mar 24, 2020
What does AUC stand for and what is it? • Mar 23, 2020
markdown
An Example Markdown Post • Jan 14, 2020
math
Machine Learning Mathematical Foundation • Jan 23, 2020
Python
Tail Problem and Double-Ended Queue • Sep 17, 2020
Pythonic Exercise Part 1 • Sep 6, 2020
The map(), filter(), reduce(), zip() and Lambda() funcion in Python • Mar 6, 2020