Projects with R language – Ajay Shankar A

This is a blog for projects completed successfully by me with R-programming language. This blog will include projects from basic “Exploratory Data Analysis(EDA)” to complex “Machine Learning(ML)” projects.

To find all the other projects using other tools visit my Data Science Portfolio Website

Iris ML classification

Machine Learning

Random Forest

KNN

EDA

This is the “Iris” dataset. Originally published at UCI Machine Learning Repository: Iris Data Set, this small dataset from 1936 is often used for testing out machine…

Medicines Side-effects and their Substitutes

Analysis

Code

EDA

This dataset contains comprehensive information on over 248,000 medical drugs from all manufacturers available worldwide. The data includes details such as drug names…

Why Data Analytics?

Article

As a Forestry graduate, I often encounter questions about my choice of pursuing a career in Data Analytics and how it aligns with my background and a Master’s degree. Here’s…

CYCLIST BIKE SHARE

Analysis

Code

EDA

The analysis is done on Cyclist Trip Data obtained from Coursera Google Data Analytics course as part of Cap Stone Project.

Predict Price of Diamonds

Analysis

R-code

EDA

Modeling

Machine Learning

Building a model to predict the price of the diamonds using tidymodels.

Predict the sex of the Penguin Species

Machine Learning

EDA

Code

Analysis

Building a model to predict the sex of three species of penguins of Palmer Penguins data.

Effect of treatments on leaves

Analysis

Code

EDA

An experiment was conducted to find the rooting potential of the leaves mainly angiosperms to root when treated with different phyto-hormones.