How do you become an apprentice data analyst with no experience?

To become an apprentice data analyst with no experience, focus on developing foundational skills in data analysis, such as Excel, SQL, and basic statistics, often through online courses or certifications. Gaining practical experience through internships, volunteering, or personal projects can also improve your chances of securing an apprenticeship in this field.