Gerry OngkoinTowards Data ScienceIterated Reweighted Least Squares and GLMs ExplainedWith a detailed implementation in PythonJul 19, 20223Jul 19, 20223
Gerry OngkoinTowards Data ScienceImplementing Various NLP Text Representation in PythonOne-Hot Encoding, Bag-of-Words, N-Grams, and TF-IDFMay 16, 20221May 16, 20221
Gerry OngkoinTowards Data ScienceImplementing Various Root-Finding Algorithms in PythonWith an actual application in data science and logistic regressionApr 11, 20222Apr 11, 20222
Gerry OngkoinTowards Data ScienceBuilding a Machine Learning Web Application Using StreamlitAn easy tutorial on building Streamlit machine learning applicationsFeb 18, 20222Feb 18, 20222
Gerry OngkoinTowards Data ScienceBuilding a Machine Learning Web Application Using FlaskSimple tutorial on implementing machine learning APIs using Python and FlaskFeb 3, 20225Feb 3, 20225
Gerry OngkoinTowards Data ScienceImplementing Expectation-Maximisation Algorithm from Scratch with PythonDemystifying the horrors of the EM Algorithm by building one from scratchJan 19, 20223Jan 19, 20223
Gerry OngkoinDev GeniusImplementing Naïve Bayes Classification from Scratch with PythonUnderstanding Naïve Bayes classification by building one from scratchJan 3, 20221Jan 3, 20221
Gerry OngkoinDev GeniusImplementing Vector Autoregression (VAR) from Scratch with PythonUnderstanding VAR by building one from scratchDec 31, 2021Dec 31, 2021
