Blog

Series

Python series

A series where all python related posts will be available on.

ggplot2-series

A series that provides tips on using ggplot2 {Still fresh at the moment}


Posts

Palmers Penguin EDA with Python

Artwork by @allison_horst
Python
exploratory data analysis
Python is referred to as an easy and beginner friendly language, and that is in some ways true. Python is not my first language, R is, and I have been using it for a while…
Dec 6, 2024
Olamide Adu
5 min

Using R and Python in a Quarto Document

Why debate which is better when you can use both
News
Python
I saw an interesting blog post by Nicole Renner on combining R and Python in a Quarto document and I decided to replicate that. Quarto has been seen as the next generation…
Nov 12, 2024
Olamide Adu
6 min

Bean Type Classification Using Decision Trees

Machine Learning
Decision Trees
Tuning
The aim of this blog post is to use decision tree machine learning algorithm to classify dry bean based on some features. This is a Kaggle challenge dataset. Images of…
Oct 12, 2024
Olamide Adu
7 min

Sugi or Hinoki?

Forest Type Classification using K-Nearest Neighbors
Machine Learning
Nearest Neighbor
For this project, I will be using a K-Nearest Neighbors (KNN) machine learning algorithm to predict the types of forest in the forest type mapping data on UC Irvine ML…
Oct 10, 2024
Olamide Adu
7 min

Crop Yield Prediction

Machine Learning
MARS (earth)
Tuning
This project aims to predict crop yield using Multivariate Adaptive Regression Splines (MARS) implemented with the earth package by Stephen Milborrow. In this project we…
Oct 2, 2024
Olamide Adu
7 min

Predicting Algeria’s Forest Fire Weather Index (FWI)

Machine Learning
Logistic Regression
Regularization
This project is a recycle of the prediction of fire occurrence in Algeria’s forest with a little twist. Instead of predicting fire occurrence, this project will predict the…
Sep 10, 2024
Olamide Adu
6 min

How old is that Possum?

Using Linear Regression to Predict the Age of Possum
Machine Learning
Linear Regression
This project aims to predict the age of possums collected from three different sites in Australia using linear regression.. The sites are Victoria, New South Wales and…
Aug 20, 2024
Olamide Adu
10 min

Prediction of Fire Occurrence in Algeria’s Forest

Machine Learning
Logistic Regression
PCA
According to the World Bank, Algeria’s forest is about 0.82% of the total country’s land mass in 2021 (tradingeconomics.com). Algeria is one of the Maghreb countries…
Aug 4, 2024
Olamide Adu
10 min

Webscraping and Visualizing the Top CryptoCurrencies

Top Cryptocurrencies According to Price and Market Cap
Webscraping
Data Visualization
Cryptocurrencies have captivated the financial world, bringing immense joy to some and heartache to many. One thing is certain: when you get it right and strike gold with…
Jul 4, 2024
Olamide Adu
5 min

Managing Workflowset Models

Using option-add to Tune Different Model of Workflowset
Machine Learning
Tuning
The tidymodels package is a game-changer for the R ecosystem, providing a streamlined and intuitive approach to modeling. Built on the tidyverse foundation, it offers a…
Jun 11, 2024
Olamide Adu
10 min

What about our Climate Funds

news
exploratory data analysis
Unveiling the Global Environment Facility’s Impact
May 28, 2024
Olamide Adu
21 min

The Algorithmic Grape

Decoding Wine Quality with Machine Learning
Machine Learning
Nearest Neighbor
Linear Regression
Random Forest
Decision Trees

May 3, 2024
Olamide Adu
26 min

Real Estate Prediction Using Boosting Tree (XGBoost)

Machine Learning
XGBoost
The market historical data set of real estate valuation are collected from Xindian Dist., New Taipei City, Taiwan. This project aims to predict price of houses in Xindian…
Feb 10, 2024
Olamide Adu
19 min
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