PinnedPublished inTowards Data ScienceA Mathematical Breakdown of the Closed-Form Equation of Simple Linear RegressionA quick tour to strengthen your foundation in machine learningJul 15, 2022Jul 15, 2022
PinnedPublished inTowards Data ScienceDerive Mortgage Amortization Formula from ScratchA Journey to Discover the Beauty of Math in Real Estates with the Visualization in PythonApr 25, 2021Apr 25, 2021
Creating an Analog Clock with HTML, CSS, and JavaScriptAn analog clock is a timeless classic that not only tells time but also adds a touch of elegance to any website or application. In this…Jul 3, 20231Jul 3, 20231
Published inTowards Data ScienceCreating Variable Factor Map (PCA) Plot with PythonIn this tutorial I will show you how to create the Variable Factor Map using matplotlib step by stepJul 30, 2020Jul 30, 2020
Published inTowards Data ScienceMonty Hall Problem will drive you crazySolving the famous brain teaser by math, statistics, and Monte Carlo methodsApr 1, 2020Apr 1, 2020
Published inTowards Data ScienceDecision Tree FundamentalsLearning about Gini Impurity, Entropy, and how to construct a decision treeMar 31, 2020Mar 31, 2020
Published inTowards Data ScienceIntroduction to Natural Language Processing with the Beatles and Taylor SwiftManipulating unstructured data with different techniques such as tokenization, lemmatization, stop words, TF-IDF.Mar 22, 2020Mar 22, 2020
Published inTowards Data ScienceHow to Be a Data Scientist in 2020A data science team is the core of every big company. A successful data scientist needs to be the head for business strategy, can make…Mar 18, 2020Mar 18, 2020
Published inTowards Data ScienceTracing the Oil SpillMy journey from oil leakage to applying AI to predict equipment failuresMar 3, 2020Mar 3, 2020
