Monte Carlo Simulation and Its Real-World ApplicationThe Monte Carlo Simulation (MCS) is a mathematical technique predicts possible outcomes of an uncertain event. As stated above, it’s a…Dec 16Dec 16
K-Nearest Neighbors and Its Real-World ApplicationK-Nearest Neighbors (KNN) is a type of statistical method used in Machine Learning. It’s a non-parametric, supervised learning classifier…Nov 25Nov 25
Decision Trees and Its Real World ApplicationA Decision Tree is a statistical method that helps determine the routes by which various possible outcomes are achieved. It’s a…Nov 13Nov 13
Logistic Regression and Its Real World ApplicationLogistic Regression is a statistical method that is used to estimate the probability of an event happening, such as whether an email is…Oct 16Oct 16
Multiple Linear Regression and its Real-World ApplicationMultiple Linear Regression is a statistical method where two or more independent variables are used to explain the variance of the…Sep 18Sep 18
My Experience Using Tidyverse in RAs someone who primarily used Python programming language, I thought using R wouldn’t be as different. Maybe some of the syntax and…Sep 27, 2022Sep 27, 2022
Capstone Project: Presidential Speeches and Job Approval RatingsIn the previous phase my class learned about four types of data science projects we can create. They were recommendation systems, time…Feb 8, 2022Feb 8, 2022
NBA Shot-Log ProjectAfter finishing the first two Data Science projects, I started feeling confident about my capabilities. The data visualization and linear…Oct 28, 2021Oct 28, 2021
Linear Regression Housing Data ProjectWhen I began this project, I wasn’t confident that would be able to complete it. I had never done a linear regression project, so I had to…Aug 30, 2021Aug 30, 2021
My First Data Science ProjectAs someone who didn’t have a data science background prior to starting this program, I knew that embarking on this journey would be a…Jul 4, 2021Jul 4, 2021
