Gerry Christian OngkoinTowards Data ScienceIterated Reweighted Least Squares and GLMs ExplainedWith a detailed implementation in Python·7 min read·Jul 19, 2022--2--2
Gerry Christian OngkoinTowards Data ScienceImplementing Various NLP Text Representation in PythonOne-Hot Encoding, Bag-of-Words, N-Grams, and TF-IDF·7 min read·May 16, 2022--1--1
Gerry Christian OngkoinTowards Data ScienceImplementing Various Root-Finding Algorithms in PythonWith an actual application in data science and logistic regression·10 min read·Apr 11, 2022--2--2
Gerry Christian OngkoinTowards Data ScienceBuilding a Machine Learning Web Application Using StreamlitAn easy tutorial on building Streamlit machine learning applications·5 min read·Feb 18, 2022--2--2
Gerry Christian OngkoinTowards Data ScienceBuilding a Machine Learning Web Application Using FlaskSimple tutorial on implementing machine learning APIs using Python and Flask·8 min read·Feb 3, 2022--5--5
Gerry Christian OngkoinTowards Data ScienceImplementing Expectation-Maximisation Algorithm from Scratch with PythonDemystifying the horrors of the EM Algorithm by building one from scratch12 min read·Jan 19, 2022--2--2
Gerry Christian OngkoinDev GeniusImplementing Naïve Bayes Classification from Scratch with PythonUnderstanding Naïve Bayes classification by building one from scratch6 min read·Jan 3, 2022--1--1
Gerry Christian OngkoinDev GeniusImplementing Vector Autoregression (VAR) from Scratch with PythonUnderstanding VAR by building one from scratch8 min read·Dec 31, 2021----