The Azure Data Scientist Associate Bootcamp is an immersive training program offered by DreamsPlus, designed to provide hands-on experience with data science tools and techniques on Azure. It prepares you for the Microsoft Azure Data Scientist Associate Certification (DP-100) and equips you with practical skills for machine learning solutions.