Insect Image Classification Using CNN
This blog is to understand the Python implementation of Convolutional Neural Network (CNN) through the insect classification example.
Data Extraction Using Star Wars API
API is the abbreviation for Application Programming Interface, which enables data transmission between multiple software intermediaries. This blog is to extract data through Star Wars API in the Python environment.
Creating a SQLite3 Schema Using Spotify Dataset
This blog is to create a SQLite3 schema to store Spotify dataset following the requirement of database normalization 1NF, 2NF and 3NF. The normalization design will reduce data redundancy and prevent inconsistencies on insertion, update and deletion.
The Magic of Weighting in Causal Effect Estimation
The balance of observed covariates plays an important role in caual inference, since it is the foundation of an extremely useful result called model-free validity for model-based statistics. Inverse Probability Weighting and Overlap Weighting can be quite beneficial for covariate balance.
Malaria Visualization
Malaria is a fatal disease caused by infected mosquitoes. This blog is aimed to gain more comprehension about this epidemic through several visualizations.
