In this project, I will be using the dataset called "WEATHER PREDICTION" that I found on Kaggle. There will be 2 parts in this article, the first is pre-processing and analyzing the weather data and the second part is building a prediction model with a decision tree and random forest.

There are different stages called -

Data Pre-processing

Analysis

Model Training (Decision Tree and Random Forest)

Model Evaluation

Accuracy Comparison

Data Preprocessing

Analysis

Correlation Matrix of Weather Variables

Model Training

Decision Tree

Random Forest

Model Evalutation

Model Comparison