From EDA to Deployment to AI Fairness — By far the biggest release of PyCaret

Official Documentation —

🚀 Introduction

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the experiment cycle exponentially and makes you more productive.

By far PyCaret 2.3.6 is the biggest release in terms of the new…

A step-by-step, beginner-friendly tutorial for unsupervised anomaly detection tasks using PyCaret

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1. Introduction

is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the experiment cycle exponentially and makes you more productive.

In comparison with the other open-source machine learning libraries, PyCaret is an alternate…

Photo by on

1. Introduction

is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the experiment cycle exponentially and makes you more productive.

In comparison with the other open-source machine learning libraries, PyCaret is an alternate…

A step-by-step, beginner-friendly tutorial for unsupervised clustering tasks in Python using PyCaret

Photo by on

1. Introduction

is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the experiment cycle exponentially and makes you more productive.

In comparison with the other open-source machine learning libraries, PyCaret is an alternate…

A step-by-step, beginner-friendly tutorial for binary classification in Python using PyCaret

Photo by on

1.0 Introduction

is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the experiment cycle exponentially and makes you more productive.

In comparison with the other open-source machine learning libraries, PyCaret is an alternate…

On the new functionalities added in PyCaret’s recent release

(Image by Author) A new feature in PyCaret 2.3.5

🚀 Introduction

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the experiment cycle exponentially and makes you more productive. To learn more about PyCaret, you can check the official or .

(Image by Author) PyCaret’s New Time Series Module

🚪 Introduction

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the experiment cycle exponentially and makes you more productive.

In comparison with the other open-source machine learning libraries, PyCaret is an alternate…

A step-by-step guide on how to build a lead scoring model using PyCaret and increase the ROI on marketing campaigns.

Predict Lead Conversions (the right way) using PyCaret — Image by Author

Introduction

Leads are the driving force of many businesses today. With the advancement of subscription-based business models particularly in the start-up space, the ability to convert leads into paying customers is key to survival. In simple terms, a “lead” represents a potential customer interested in buying your product/service.

Normally when you…

A step-by-step guide on how to predict customer churn the right way using PyCaret that actually optimizes the business objective and improves ROI

Predict Customer Churn (the right way) using PyCaret — Image by Author

Introduction

Customer retention is one of the primary KPI for companies with a subscription-based business model. Competition is tough particularly in the SaaS market where customers are free to choose from plenty of providers. One bad experience and customer may just move to the competitor resulting in customer churn.

What is Customer Churn?

Customer churn…

A step-by-step tutorial on how to convert ML models trained using PyCaret to ONNX for high-performance scoring (CPU or GPU)

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Introduction

In this tutorial, I will show you how you can train machine learning models using — an open-source, low-code machine learning library in Python—and convert them in ONNX format for deployment on an edge device or any other non-Python environment. For example, you can train machine learning models using…

Moez Ali

Data Scientist, Founder & Author of PyCaret

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