Simplifying Machine Learning with PyCaret in Python

Simplifying Machine Learning with PyCaret in Python

PyCaret is an open-source, machine learning library in Python. We can use it in machine learning tasks, from data preparation to model deployment.

Beginner

48 Lessons

2h 15min

Certificate of Completion

PyCaret is an open-source, machine learning library in Python. We can use it in machine learning tasks, from data preparation to model deployment.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

84 Playgrounds
6 Quizzes

This course includes

84 Playgrounds
6 Quizzes

Course Overview

PyCaret is an low-code, open-source, machine learning library for Python. It can be used in machine learning tasks such as data preparation and model deployment. In this course, you will learn multiple topics related to machine learning. You will start with a brief introduction to the basic concepts of machine learning, and then continue with case studies of regression, classification, clustering, and anomaly detection based on the respective modules of the PyCaret library. Finally, we will focus on using ...Show More

What You'll Learn

Knowledge of PyCaret

Expertise in Streamlit and app deployment on Streamlit Cloud

Regression with PyCaret and familiarity with exploratory data analysis, environment setup and building machine learning models

Classification with PyCaret and creating, tuning, plotting and saving machine learning models

Clustering tasks with PyCaret

Anomaly Detection with PyCaret

What You'll Learn

Knowledge of PyCaret

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Course Content

1.

Introduction to Machine Learning

2.

Regression

3.

Classification

4.

Clustering

5.

Anomaly Detection

6.

Natural Language Processing

9 Lessons

7.

Deploying a Machine Learning Model

7 Lessons

8.

Conclusion

1 Lesson

9.

Appendix

1 Lesson

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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