In 2018, we launched Google Marketing Platform Partners to provide marketers a network of accredited partners to help them grow their business with our ads and analytics tools. As digital marketing becomes increasingly complex, businesses need help to solve challenges across and beyond our products, such as first-party data solutions, machine learning and more. Today we are expanding that partnership program to go beyond Google Marketing Platform products with the introduction of our first skills-based certification: Mobile Web Certification. This is our first step in a process to support a more comprehensive network of partners to meet your evolving business needs.