دانلود کتاب ساده سازی یادگیری ماشین با PyCaret

I decided to write this book for a couple of reasons. After publishing articles on websites like Towards Data Science, I was interested in taking a step forward as a writer. In the beginning of 2021, a major international publisher proposed me to collaborate on a PyCaret book, as I had already written an article about that library. At first I was interested, but eventually decided to publish my book on Leanpub, as it made more sense from a financial perspective. Furthermore, at the time of writing there is no other PyCaret book available, while there seems to be significant demand for it. In this book, I will present an overview of all the main features of PyCaret, by focusing on practical case studies that are easy to follow. After reading it, you’ll be able to create and deploy machine learning models, thus taking advantage of this powerful technology. Machine learning is a field that 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, so learning those skills is beneficial for every developer. The low-code approach of PyCaret makes it suitable for beginners, as well as seas