Rainfall prediction using machine learning algorithm in python
Rainfall prediction using machine learning algorithm PROJECT ID: PYTHON22 PROJECT NAME: Rainfall prediction using machine learning algorithm PROJECT CATEGORY: MCA / BCA / BCCA / MCM / POLY / ENGINEERING PROJECT ABSTRACT: Rainfall Prediction is the application of science and technology to predict the amount of rainfall over a region. It is important to exactly determine the rainfall for effective use of water resources, crop productivity and pre-planning of water structures. In this article, we will use Linear Regression to predict the amount of rainfall. Linear Regression tells us how many inches of rainfall we can expect. The dataset is a public weather dataset from Austin, Texas available on Kaggle. The dataset can be found here. Data Cleaning: Data comes in all forms, most of it being very messy and unstructured. They rarely come ready to use. Datasets, large and small, come with a variety of issues- invalid fields, ...