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absenteeism-multipleregression

Using multivariate/multiple regression algorithm to predict Absenteeism

adanalysis

Checking whether Ad2 has no increase effect on sales and want to test if the average sales for Ad2 is 30,000 units.

bloodpressure-distributionanalysis-r

Determining if an individual’s blood pressure has changed after exercising regularly for the past month (30-days).

cancerprediction-ldamodel

Developing an LDA model for cancer dataset and evaluating its effectiveness.

cancerprediction-logisticalregression

Building a Logistical Regression model and associated ROC/AUC curve for cancer dataset in order to predict if the patient has cancer based on the given variables.

carsdatabase-chisquare-r

Conducting Chi squared Analysis using R

comparisonclassifiers

drug-svm-naivebayes

SVM and Naive Bayes Algorithms using Python Pandas

energyuse-knnregression

Creating a standard and optimized k-NN regression model using Python

freecodecamp-intro-to-numpy

householdexpenses-multiregression-r

Multiple Regression Analysis using R

illness-study-kmeans

phishingdetectionml

Building a simplified machine learning models to detect intrusions

quoteswebscraping-beautifulsoup

Scraping quotes of data scientists using BeautifulSoup

stocks-linearregression-r

Linear Regression Analysis using R

ushomelessanalysis-python

Homelessness is still a complex, urgent and growing issue in the US. The aim of this analysis is to examine homeless population in each region and state of the US and come up with some findings and insights to the problem.