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

An insect on a green leaf, emphasizing the importance of pest control in agricultural and ecological contexts.

Effect of Different Insecticides on Insects

Machine Learning

GLM

Poisson Regression

Analyzing the effectiveness of insecticides

Palmers Penguin EDA with Python

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…

Using R and Python in a Quarto Document?

R

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…

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…

Sugi or Hinoki?

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…

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…

Predicting Fire Weather Index (FWI) of Algeria’s Forest

Machine Learning

Tuning

Regularization

Linear Regression

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…

How old is that 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…

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…

Webscraping and Visualizing the Top CryptoCurrencies

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…

Managing Workflowset Models

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…

What about our Climate Funds

news

exploratory data analysis

Unveiling the Global Environment Facility’s Impact

Decoding the Quality of Wine Using Machine Learning

Machine Learning

Nearest Neighbor

Linear Regression

Random Forest

Decision Trees

Real Estate Prediction Using Boosting Tree (XGBoost)

Machine Learning

XGBoost

Tuning

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…