This task examines the effect of income on infant mortality from data collected in 1970 around the world. Test correlation, transformation, regression, anova etc.

entiment Analysis provides a way to understand what is expressed in text. It can be happy or positive, sad or negative, or even neutral.

I intended to perform sentiment analysis with tweets, however, I was unable to do so because I do not have a twitter account. Off to try something else.

A small project to see if the number / rate of death in the first few days of covid19 in some countries were in any way influenced by the duration of period it took for the leadership to react or enforce necessary measures to control the spread

This exercise is a good and brief way to brush up on skills or learn how the a data science applies in marketing.

This data is about Breast Cancer. We use it to do find the sample means, population means, estimates, simulation ... among others

Finding the best predictor model for the data.

Using Association Rules.

Use of Clustering by K-MEANS

Using the ANNs & SVMs, as well as using H2O

Logistics regression in the Stock Market Data.

Classification Trees

Logistic Regression

Using the Logistic Regression

Using Support Vector Machines (SVMs) to try and see those that are wrongly categorized.

This can be found in R files. Some codes are included for personal understanding.

Using the data on blood donation from UCI website, am going to run a classification algorithm

Using the Rules algorithm on Mushroom data to predict which kind of data is poisonous or edible.

UCI CREDIT DATA analysis by Decision tree algorithm