The objective of this project is to build a kNN-based recommender system in order to predict the top 5 movie based on a given movie, in this case "The Post". As there is no need for classification …

This project demonstrates experience summarizing Subqueries and Joins in SQL to fulfill multiple data requests.

This project demonstrates experience using UNION and CASE functions in SQL to fulfill multiple data requests.

This project uses the a custom database table in combination with various Index functions to fulfill multiple data requests.

Given its current circumstances, should a county reopen to prevent a second outbreak of COVID 19? We will answer this question by identifying similar counties, which can be referred to when decidin…

In this project, four predictive machine learning models are applied to one dataset in order to select the model that returns the most accurate predictions. Different values for the hyperparameters…

Several wines are analyzed in order to gain insights on what features affect a wine's rating using logistic regressions models, kNN algorithms, topic modeling, LDA, and Gensim models.

This project aims to build various Decision Tree Classifier Models to predict the income group of people along with seven demographic variables. Out of all decision trees, the best model is chosen,…

This project employs a Logistic Regression model with the objective to predict the risk of Cardiovascular Disease and identify factors that increase may increase risks.

This project analyzes levels of various pollutants in India by state. The results are used to calculate air quality, which is then compared among the states with a focus on Andhra Pradesh.

The model is trained with a set of emails labelled as either from Spam or Not Spam. There are 702 emails equally divided into spam and non spam category. Next, we shall test the model on 260 emails…

This project demonstrates an understanding of various SQL syntaxes to complete multiple data requests, including custom requests, using the Sales_Order and sakila databases.

This project demonstrates an understanding of Date and String functions by fulfilling various data requests. It also demonstrates knowledge of writing and executing SQL within Jupyter notebook, whi…

This project uses the sakila database in combination with various window functions and CTEs to fulfill multiple data requests.

A regular expression is a sequence of characters that define a search pattern. Usually such patterns are used by string-searching algorithms for "find" or "find and replace" operations on strings, …

This project uses the sakila sample database which contains customer- and inventory information for a movie rental business. Inner Join and Left Join statements are used to execute specific tasks s…