YounginDataDrivenInvestorDecision Tree in Machine LearningMathematics behind Decision Tree and Implementation in PythonMay 17, 2020May 17, 2020
YounginTowards Data ScienceMaximum Likelihood Estimation VS Maximum A PosteriorMathematics behind MLE and MAP, showing the connection and differenceSep 15, 20197Sep 15, 20197
YounginTowards Data ScienceAn Introduction to Naïve Bayes ClassifierFrom theory to practice, learn underlying principles of PerceptronSep 9, 20194Sep 9, 20194
YounginTowards Data ScienceBuild up a Neural Network with PythonUse Numpy to realize forward propagation and backward propagationJul 22, 2019Jul 22, 2019
YounginTowards Data ScienceAn Introduction to Perceptron AlgorithmFrom theory to practice, learn underlying principles of Perceptron and implement it on a dataset with stochastic gradient descentJun 19, 20192Jun 19, 20192
YounginTowards Data ScienceA Tour of Machine Learning and Deep LearningThis series of blogs will have an introduction on the deep learning from both theory and implementation aspect.Jun 12, 20192Jun 12, 20192
YounginTowards Data ScienceAn Introduction to Gradient DescentThis blog will cover following questions and topics:May 13, 20191May 13, 20191
YounginTowards Data ScienceAn Introduction to Logistic RegressionDeep dive in logistic regression from theory to practiceMar 27, 20191Mar 27, 20191