Simplifying Machine Learning with PyCaret in Python
INTERACTIVE COURSE

Simplifying Machine Learning with PyCaret in Python

Beginner

48 Lessons

2h 15min

Certificate of Completion

Simplifying Machine Learning with PyCaret in Python
84 Playgrounds
6 Quizzes
26 Illustrations

Takeaway Skills

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

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

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

How You'll Learn

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Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

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