👉🏻What is PyCaret?

Pycaret is an open-source machine learning library in python to train and deploy supervised and unsupervised machine learning models in a low-code environment.

In data science, your codes grow exponentially during the workflow, but using PyCaret you can build powerful solutions in a low code environment. You can build and deploy ML models in seconds using PyCaret.

💻Installation

!pip install pycaret

## for data analysis
!pip install pandas_profiling

Import libraries:

import pandas as pd 
import pandas_profiling as pp

Here we are using this house price prediction dataset to explore PyCaret

train_house=pd.read_csv('../input/house-prices-advanced-regression-techniques/train.csv')

test_house=pd.read_csv('../input/house-prices-advanced-regression-techniques/test.csv')

#pycaret #regression #machine-learning #artificial-intelligence #classification