📖Blog

Official tutorials and guide written by the developers of PyCaret

Announcements

• Announcing PyCaret 1.0

• Announcing PyCaret 2.0

• PyCaret 2.1 Feature Summary

• PyCaret 2.3.6 is here! Learn What's New?

Machine Learning Use Cases

• Predict Customer Churn

• Predict Lead Conversion Score

• Predict Crash in Gold Prices

• Predict Gold Prices using Machine Learning

Time Series

• Time Series 101 for beginners

• Time Series Forecasting with PyCaret Regression

• Time Series Anomaly Detection

PyCaret add ML Deployment

• Build and deploy your first machine learning web app
• Deploy ML Pipelines on Google Kubernetes
• Deployment PyCaret and Streamlit on AWS Fargate
• Deploy ML App on Google Kubernetes
• Deploy Machine Learning Pipeline on AWS Fargate
• Ship ML Models to SQL Server using PyCaret
• Build and deploy ML App with PyCaret and Streamlit

PyCaret and MLOps

• Easy MLOps with PyCaret and MLflow
• Write and train custom ML models using PyCaret
• Supercharge your ML with PyCaret and Gradio
• Deploy PyCaret Models on edge with ONNX runtime

PyCaret and BI integrations

• Machine Learning in Power BI using PyCaret
• Clustering Analysis in Power BI using PyCaret
• Anomaly Detector in Power BI using PyCaret
• Build your own AutoML in Power BI using PyCaret
• Machine Learning in Alteryx with PyCaret
• Machine Learning in KNIME with PyCaret
• Machine Learning in Tableau with PyCaret

Natural Language Processing

• NLP Text Classification in Python using PyCaret

Other Tutorials

• 5 things you don't know about PyCaret