To become a certified data analyst, you typically need to acquire the necessary skills through education or practical experience and then pursue certification programs offered by organizations such as Microsoft, SAS, Google, and IBM. These programs often involve coursework and exams and demonstrate your proficiency using data analysis tools and techniques.