Pycaret Courses and Certifications

Coursera

PyCaret: Anatomy of Regression

14 ratings at Coursera

Build regression models with PyCaret in a few lines of code: set up the environment, compare and tune models, plot visuals, and interpret results with SHAP.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

Nicholas Renotte

Building an AutoML Web App with Python, Pandas Profiling, PyCaret, and Streamlit

Build an AutoML web app in Python with Pandas Profiling, PyCaret, and Streamlit in about 15 minutes.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Nicholas Renotte

Build a ML Classification Model in 12 Lines with PyCaret

Build a heart disease classification model in Python with PyCaret’s low-code automated pipeline, comparing models, testing predictions, and saving the trained model.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Machine Learning with PyCaret - Workshop

Explore rapid prototyping and ML pipeline development using PyCaret, an open-source, low-code machine learning library for Python.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

MLOps World: Machine Learning in Production

MLOps with PyCaret - Practical Demo for Data Science Workflows

Supercharge your data science team's productivity with PyCaret, an open-source ML library for efficient model preparation and deployment in Python.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Coursera

Machine Learning - Anomaly Detection via PyCaret

18 ratings at Coursera

In this 2 hour long project-based course you will learn how to perform anomaly detection, its importance in machine learning, set up PyCaret anomaly detection, create, visualize & compare anomaly detection algorithms all this with just a few lines of cod…

• Coursera
• 2 hours
• Self-Paced
• Paid Course

GOTO Conferences

Machine Learning Made Easy With PyCaret

A practical demonstration of using PyCaret to automate machine learning experiments with just a few lines of Python.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

PyCaret: Anatomy of Classification

12 ratings at Coursera

Set up the PyCaret environment, create, compare and tune classification models, visualize feature importance, and combine models with stacking, blending and ensembling.

• Coursera
• 2 hours 10 minutes
• No Longer Offered
• Paid Course

Build a Regression Model using PyCaret

Build an end-to-end regression model with PyCaret to predict concrete strength: prepare and visualize data, create a transformation pipeline, then compare, interpret and deploy models.

• Coursera
• 1 hour 40 minutes
• No Longer Offered
• Paid Course

Build a Classification Model using PyCaret

Build an end-to-end classification model in PyCaret: prepare data, create a transformation pipeline, then compare, evaluate, interpret and deploy models predicting proposal acceptance.

• Coursera
• 1 hour 55 minutes
• No Longer Offered
• Paid Course

Predicción del fraude bancario con autoML y Pycaret

10 ratings at Coursera

Curso práctico para usar PyCaret y autoML en la creación, evaluación y despliegue de modelos que predicen fraude bancario.

• Coursera
• 2 hours 5 minutes
• No Longer Offered
• Paid Course

Clasificación de datos de Satélites con autoML y Pycaret

Aprende a usar PyCaret y AutoML para clasificar tipos de suelo a partir de datos satelitales y desplegar modelos predictivos.

• Coursera
• 2-3 hours
• No Longer Offered
• Paid Course

Desarrollar una aplicación web de ML con PyCaret y Streamlit

Crea una aplicación web con un modelo de regresión usando PyCaret y Streamlit, y despliega el resultado en Heroku.

• Coursera
• 2-3 hours
• No Longer Offered
• Paid Course

Topic Modeling using PyCaret

Build an end-to-end topic model with PyCaret: prepare and visualize Wikipedia comment data, create a transformation pipeline, then evaluate, interpret, and deploy the model.

• Coursera
• 1 hour 32 minutes
• No Longer Offered
• Paid Course

Build an Anomaly Detection Model using PyCaret

Build an end-to-end anomaly detection model with PyCaret, automating the building, evaluation, comparison and deployment of machine learning models in Python.

• Coursera
• 1-2 hours
• No Longer Offered
• Paid Course