Check out the Top 10 Skills series, where career experts and LinkedIn Learning instructors walk you through the most important skills for data science professionals today. In this short beginner-friendly course, find out what you need to know to succeed in a rapidly growing field as a machine learning cloud architect, gathering insights along the way from data expert Ben Sullins to build out your toolbox and boost your career.

Whether you’re looking for a new move in data science, or just retooling for your current role, Ben shows you the skill set that can set you apart, working down the list, one skill at a time. Explore the fundamentals of cloud computing platforms, machine learning, deep learning, data processing and storage, data engineering, infrastructure as code (IAC), containerization and orchestration, CI/CD and DevOps, security and compliance, and communicative problem-solving. Discover the importance of preparing for tomorrow by learning impactful, new skills today.