To get the most out of this book

To extract the maximum value from this book, prior exposure to machine learning concepts, foundational knowledge of statistical methods, and familiarity with Python programming will be highly beneficial. The book is tailored for those with familiarity with the machine learning process and a desire to delve deeper into the world of data-centric machine learning and artificial intelligence.

Software/hardware covered in the book	Operating system requirements
Python 3	Windows, macOS, or Linux

If you are using the digital version of this book, we advise you to type the code yourself or access the code from the book’s GitHub repository (a link is available in the next section). Doing so will help you avoid any potential errors related to the copying and pasting of code.