# LEARN PYCARET

- [Blog](/docs/learn-pycaret/official-blog.md): Official tutorials and guide written by the developers of PyCaret
- [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)
- [5 things you dont know about PyCaret](/docs/learn-pycaret/official-blog/5-things-you-dont-know-about-pycaret.md)
- [Build and deploy your first machine learning web app](/docs/learn-pycaret/official-blog/build-and-deploy-your-first-machine-learning-web-app.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)
- [Deploy ML Pipeline on Google Kubernetes](/docs/learn-pycaret/official-blog/deploy-ml-pipeline-on-google-kubernetes.md)
- [Deploy PyCaret and Streamlit on AWS Fargate](/docs/learn-pycaret/official-blog/deploy-pycaret-and-streamlit-on-aws-fargate.md)
- [Anomaly Detector in Power BI using PyCaret](/docs/learn-pycaret/official-blog/anomaly-detector-in-power-bi-using-pycaret.md)
- [Deploy ML App on Google Kubernetes](/docs/learn-pycaret/official-blog/deploy-ml-app-on-google-kubernetes.md)
- [Deploy Machine Learning Pipeline on GKE](/docs/learn-pycaret/official-blog/deploy-machine-learning-pipeline-on-gke.md)
- [Deploy Machine Learning Pipeline on AWS Fargate](/docs/learn-pycaret/official-blog/deploy-machine-learning-pipeline-on-aws-fargate.md)
- [Deploy ML Pipeline on the cloud with Docker](/docs/learn-pycaret/official-blog/deploy-ml-pipeline-on-the-cloud-with-docker.md)
- [Clustering Analysis in Power BI using PyCaret](/docs/learn-pycaret/official-blog/clustering-analysis-in-power-bi-using-pycaret.md)
- [Deploy PyCaret Models on edge with ONNX Runtime](/docs/learn-pycaret/official-blog/deploy-pycaret-models-on-edge-with-onnx-runtime.md)
- [GitHub is the best AutoML you will ever need](/docs/learn-pycaret/official-blog/github-is-the-best-automl-you-will-ever-need.md)
- [Deploy PyCaret and Streamlit on AWS Fargate](/docs/learn-pycaret/official-blog/deploy-pycaret-and-streamlit-on-aws-fargate-1.md)
- [Easy MLOps with PyCaret and MLflow](/docs/learn-pycaret/official-blog/easy-mlops-with-pycaret-and-mlflow.md)
- [Clustering Analysis in Power BI using PyCaret](/docs/learn-pycaret/official-blog/clustering-analysis-in-power-bi-using-pycaret-1.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 SQL using PyCaret Part I](/docs/learn-pycaret/official-blog/machine-learning-in-sql-using-pycaret-part-i.md)
- [Machine Learning in Power BI using PyCaret](/docs/learn-pycaret/official-blog/machine-learning-in-power-bi-using-pycaret.md)
- [Machine Learning in Tableau with PyCaret](/docs/learn-pycaret/official-blog/machine-learning-in-tableau-with-pycaret.md)
- [Multiple Time Series Forecasting with PyCaret](/docs/learn-pycaret/official-blog/multiple-time-series-forecasting-with-pycaret.md)
- [Predict Customer Churn using PyCaret](/docs/learn-pycaret/official-blog/predict-customer-churn-using-pycaret.md)
- [Predict Lead Score (the Right Way) Using PyCaret](/docs/learn-pycaret/official-blog/predict-lead-score-the-right-way-using-pycaret.md)
- [NLP Text Classification in Python using PyCaret](/docs/learn-pycaret/official-blog/nlp-text-classification-in-python-using-pycaret.md)
- [Predict Lead Score (the Right Way) Using PyCaret](/docs/learn-pycaret/official-blog/predict-lead-score-the-right-way-using-pycaret-1.md)
- [Predicting Crashes in Gold Prices Using PyCaret](/docs/learn-pycaret/official-blog/predicting-crashes-in-gold-prices-using-pycaret.md)
- [Predicting Gold Prices Using Machine Learning](/docs/learn-pycaret/official-blog/predicting-gold-prices-using-machine-learning.md)
- [PyCaret 2.1 Feature Summary](/docs/learn-pycaret/official-blog/pycaret-2.1-feature-summary.md)
- [Ship ML Models to SQL Server using PyCaret](/docs/learn-pycaret/official-blog/ship-ml-models-to-sql-server-using-pycaret.md)
- [Supercharge Your ML with PyCaret and Gradio](/docs/learn-pycaret/official-blog/supercharge-your-ml-with-pycaret-and-gradio.md)
- [Time Series 101 - For beginners](/docs/learn-pycaret/official-blog/time-series-101-for-beginners.md)
- [Time Series Anomaly Detection with PyCaret](/docs/learn-pycaret/official-blog/time-series-anomaly-detection-with-pycaret.md)
- [Time Series Forecasting with PyCaret Regression](/docs/learn-pycaret/official-blog/time-series-forecasting-with-pycaret-regression.md)
- [Topic Modeling in Power BI using PyCaret](/docs/learn-pycaret/official-blog/topic-modeling-in-power-bi-using-pycaret.md)
- [Write and train custom ML models using PyCaret](/docs/learn-pycaret/official-blog/write-and-train-custom-ml-models-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 2.3.6 is Here! Learn What’s New?](/docs/learn-pycaret/official-blog/pycaret-2.3.6-is-here-learn-whats-new.md): PyCaret 2.3.6 is Here! Learn What’s New? From EDA to Deployment to AI Fairness — By far the biggest release of PyCaret
- [Videos](/docs/learn-pycaret/videos.md): Videos to learn more about PyCaret
- [Cheat sheet](/docs/learn-pycaret/cheat-sheet.md)
- [FAQs](/docs/learn-pycaret/faqs.md): Frequently Asked Questions!