The land of valleys in K-meansWhy the K-means algorithm guaranteed to decrease the value of the optimization function in each repetition?Dec 15, 2020Dec 15, 2020
Published inTowards Data ScienceMultinomial Naïve Bayes classifier using pointwise mutual informationA multinomial classifier with feature selection in pythonDec 9, 2020Dec 9, 2020
Published inTowards Data ScienceFeature scoring metrics in word-document matrixA comparison of TF-IDF and Pointwise Mutual Information (PMI)Dec 3, 2020Dec 3, 2020
Published inTowards Data ScienceWhat are the 10 most popular standard libraries in python?Nowadays, python becomes one of the most popular programming languages in AI and Machine Learning. Python is known for its useful…Nov 14, 2020Nov 14, 2020
Lexical Analysis of Source Codes with Walking through Abstract Syntax Tree (AST)Source code is written in a programming language that is comprehensible by machine.Apr 30, 2020Apr 30, 2020
Tiny goal works well for Ph.D. students in quarantineI want to directly jump to the method that I call it “tiny goals”. So instead of predefining long-term goals like finishing my Ph.D. or…Apr 27, 2020Apr 27, 2020
