Empower Your Data Science Journey: From Exploration to Certification in Azure Machine Learning. Ultimate Azure Data Scientist Associate (DP-100) Certification Guide is your essential resource for achieving the Microsoft Azure Data Scientist Associate certification. This guide covers all exam objectives, helping you design and prepare machine learning solutions, explore data, train models, and manage deployment and retraining processes. The book starts with the basics and advances through hands-on exercises and real-world projects, to help you gain practical experience with Azure's tools and services. The book features certification-oriented Q&A challenges that mirror the actual exam, with detailed explanations to help you thoroughly grasp each topic. Perfect for aspiring data scientists, IT professionals, and analysts, this comprehensive guide equips you with the expertise to excel in the DP-100 exam and advance your Data Science career. In the fast-evolving landscape of Azure data science, embracing a framework that seamlessly blends power with elegance is paramount. Welcome to the modern cloud-based data science world — a journey that transcends the ordinary and propels you into the extraordinary. This book comprises 12 chapters, each a complete module in itself, serving as your comprehensive guide to mastering data science on Azure. It covers a wide array of topics, from the fundamentals to advanced techniques. Whether you are a seasoned developer looking to expand your skills or a newcomer eager to dive into Data Science, this book has something for everyone.