---
description: Official tutorials and guide written by the developers of PyCaret
---

# Blog

### Announcements

* [Announcing PyCaret 1.0](official-blog/announcing-pycaret-1.0)
* [Announcing PyCaret 2.0](official-blog/announcing-pycaret-2.0)
* [PyCaret 2.1 Feature Summary](official-blog/pycaret-2.1-feature-summary)
* [PyCaret 2.3.6 is here! Learn What's New?](official-blog/pycaret-2.3.6-is-here-learn-whats-new)

### Machine Learning Use Cases

* [Predict Customer Churn](official-blog/predict-customer-churn-using-pycaret)
* [Predict Lead Conversion Score](official-blog/predict-lead-score-the-right-way-using-pycaret)
* [Predict Crash in Gold Prices](official-blog/predicting-crashes-in-gold-prices-using-pycaret)
* [Predict Gold Prices using Machine Learning](official-blog/predicting-gold-prices-using-machine-learning)

### Time Series

* [Time Series 101 for beginners](official-blog/time-series-101-for-beginners)
* [Time Series Forecasting with PyCaret Regression](official-blog/time-series-forecasting-with-pycaret-regression)
* [Time Series Anomaly Detection](official-blog/time-series-anomaly-detection-with-pycaret)

### PyCaret add ML Deployment

* [Build and deploy your first machine learning web app](official-blog/build-and-deploy-your-first-machine-learning-web-app)
* [Deploy ML Pipelines on Google Kubernetes](official-blog/deploy-ml-pipeline-on-google-kubernetes)
* [Deployment PyCaret and Streamlit on AWS Fargate](official-blog/deploy-pycaret-and-streamlit-on-aws-fargate-1)
* [Deploy ML App on Google Kubernetes](official-blog/deploy-ml-app-on-google-kubernetes)
* [Deploy Machine Learning Pipeline on AWS Fargate](official-blog/deploy-machine-learning-pipeline-on-aws-fargate)
* [Ship ML Models to SQL Server using PyCaret](official-blog/ship-ml-models-to-sql-server-using-pycaret)
* [Build and deploy ML App with PyCaret and Streamlit](official-blog/build-and-deploy-ml-app-with-pycaret-and-streamlit)

### PyCaret and MLOps

* [Easy MLOps with PyCaret and MLflow](official-blog/easy-mlops-with-pycaret-and-mlflow)
* [Write and train custom ML models using PyCaret](official-blog/write-and-train-custom-ml-models-using-pycaret)
* [Supercharge your ML with PyCaret and Gradio](official-blog/supercharge-your-ml-with-pycaret-and-gradio)
* [Deploy PyCaret Models on edge with ONNX runtime](official-blog/deploy-pycaret-models-on-edge-with-onnx-runtime)

### PyCaret and BI integrations

* [Machine Learning in Power BI using PyCaret](official-blog/machine-learning-in-power-bi-using-pycaret)
* [Clustering Analysis in Power BI using PyCaret](official-blog/clustering-analysis-in-power-bi-using-pycaret-1)
* [Anomaly Detector in Power BI using PyCaret](official-blog/anomaly-detector-in-power-bi-using-pycaret)
* [Build your own AutoML in Power BI using PyCaret](official-blog/build-your-own-automl-in-power-bi-using-pycaret)
* [Machine Learning in Alteryx with PyCaret](official-blog/machine-learning-in-alteryx-with-pycaret)
* [Machine Learning in KNIME with PyCaret](official-blog/machine-learning-in-knime-with-pycaret)
* [Machine Learning in Tableau with PyCaret](official-blog/machine-learning-in-tableau-with-pycaret)

### Natural Language Processing

* [NLP Text Classification in Python using PyCaret](official-blog/nlp-text-classification-in-python-using-pycaret)

### Other Tutorials

* [5 things you don't know about PyCaret](official-blog/5-things-you-dont-know-about-pycaret)



