Search⌘ K
HomeCoursesSimplifying Machine Learning with PyCaret in Python

Beginner

2h 15min

Simplifying Machine Learning with PyCaret in Python
Save

Gain insights into simplifying machine learning with PyCaret. Delve into regression, classification, clustering, and anomaly detection, and learn to deploy applications using Streamlit.
Join 2.6 million developers at
This course includes
Personalized Learning, Powered by AI
Personalized Learning
Powered by AI
48 Lessons
6 Quizzes
Certificate of Completion
Overview
Content
Reviews

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
PyCaret is an low-code, open-source, machine learning library for Python. It can be used in machine learning tasks such as data ...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
Knowledge of PyCaret

Show more

Content

1.

Introduction to Machine Learning

2 Lessons

Get familiar with PyCaret, machine learning types, and applications in this beginner course.

8.

Conclusion

1 Lessons

Sharpen your skills in machine learning basics and explore further with PyCaret and Streamlit.

9.

Appendix

1 Lessons

Get started with installing PyCaret and its dependencies for efficient machine learning.
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.

Course Author:

Trusted by 2.6 million developers working at companies

Hands-on Learning Powered by AI

See how Educative uses AI to make your learning more immersive than ever before.

Instant Code Feedback

Evaluate and debug your code with the click of a button. Get real-time feedback on test cases, including time and space complexity of your solutions.

AI-Powered Mock Interviews

Adaptive Learning

Explain with AI

AI Code Mentor

Free Resources

FOR TEAMS

Interested in this course for your business or team?

Unlock this course (and 1,000+ more) for your entire org with DevPath