# Blog

### Announcements

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

### Machine Learning Use Cases

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

### Time Series

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

### PyCaret add ML Deployment

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

### PyCaret and MLOps

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

### PyCaret and BI integrations

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

### Natural Language Processing

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

### Other Tutorials

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


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