Simplifying Machine Learning with PyCaret

English | 2022 | ISBN: NA | 107 Pages | PDF, EPUB



A beginner-friendly introduction to machine learning with Python, that is based on the PyCaret and Streamlit libraries. Readers will delve into the fascinating world of artificial intelligence, by easily training and deploying their ML models!



The field of machine learning has grown substantially in the past years due to technological and scientific advancements. Data scientists and machine learning engineers are among the best paid professionals in the modern job market, and demand for associated skills is extremely high. PyCaret is a low-code machine learning Python library that is easy to use, thus making it accessible to beginners. This book provides hands-on tutorials for each of the main PyCaret modules, such as classification, regression, clustering, anomaly detection and natural language processing. Furthermore, the book will teach you how to develop machine learning applications based on the Streamlit library, as well as deploy them on the cloud. Apart from beginners, this book can also be valuable to experts who want to familiarize themselves with the PyCaret library and its features.



This book will be updated with additional chapters in the following months. Customers who buy it now are getting lifetime access to all future updates!

The upcoming chapter will cover the Time Series Forecasting module of PyCaret.

The book has been optimized for the PDF file format, so the Epub and Mobi versions may have some issues.

I am donating 10% of the book royalties to Tree-Nation, a non-profit organization that allows citizens and companies to plant trees all around the world and offset their CO2 emissions.