Master the Design & Development of ML Products. Gain insight into how machine learning functions and its applications in problem-solving. Learn to utilize the data science process and industry best practices to lead machine learning projects.

Develop AI products with a human-centered approach, ensuring privacy and ethical standards are met.As organizations across various sectors increasingly leverage artificial intelligence and machine learning for innovation, professionals from diverse roles must understand the applicability and workings of AI. This specialization caters to individuals beyond data science and data engineering teams, equipping them with the knowledge to identify suitable AI applications, speak the language of data and analytics, and collaborate in cross-functional machine learning projects.The courses in this specialization offer a foundational understanding of machine learning concepts without requiring programming skills.