Fish Weight Prediction (Regression Analysis for beginners) -- Part 1

Today we will predict(estimate) the weight of the fish based on species name of fish, vertical length, diagonal length, cross length, height, and diagonal width using linear models. I will introduce the top town approach to solving the problem, which I explained in the previous article. First In part 1.1 I will build a model and then in part 1.2 I will try to explain how each algorithm and methods work. This is a regression analysis problem for beginners. Understanding the main principles and methods of building this kind of problem will help to build your own ML regression model such as (house price prediction, etc.)