Predicting Rain in Seattle using SVM Machine Learning Model

I came across this interesting dataset called as SeattleWeather dataset and I decided to use it for my first post on Medium. In this tutorial, I will use this dataset to predict Rain in Seattle using a Linear SVM model. First, lets explore the dataset. In this example, I have not taken the date as a feature to predict the rain and hence eliminated the date column. The other three columns are equally important to predict the rain, precipitation, maximum and minimum temperature.