Deploying Machine Learning Pipelines using PyCaret
Learn How to Deploy ML Pipelines using Pycaret
19 Tutorials
0 Exercises
Intermediate Level
100% Online
Self-paced
Our Alumni Work At
About this course
Contributors & Instructors
What you will learn?
Course Content
1. Introduction
3
Course Overview
ML Model Development Life Cycle
Granular Life Cycle
2. Introduction to PyCaret
2
What is PyCaret
PyCaret - Present and Future
3. Hands-on with PyCaret
8
Introduction
Importing and Exploring the Data
Creating a PyCaret Setup
MLFlow
Model Building and Evaluation
Visualizing Model Performance
Comparing Models
Getting the Logs using PyCaret
4. A Regression Example
5
Introduction
Importing and Exploring the Data
Building and Comparing the Models
Saving a Model
Deploying a Model
5. Additional Resources
1
Session Resources
