Application of PyCaret Machine Learning: Notebook in Python for Beginners to Professionals : [ Regression ]

PyCaret Machine Learning Project – A Guide to build a Regression model in PyCaret using Dimond price dataset

PyCaret for Beginners - A Guide to a machine learning model in Python and PyCaret

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Load Dataset for Modelling

Setup environment for modelling purposes

Compare the results of different available algorithms

Build few individual models

Applying "xgboost"

Plot the outcomes of the trained model

Applying "rf"

Plot the outcomes of the trained model

Predict on test / hold-out Sample

Finalise Model

Predict on unseen data

Save model

Load model

PyCaret AutoML in Practice

Load Dataset

Select best model based om metric

Plots

Save model

Load model

Summary

In this coding recipe, we discussed how to build a machine learning model in Python using PyCaret.