Data Scientist role ready

To become a data scientist without a technical background, start by learning the basics of statistics, programming (Python or R), and data analysis. Enroll in online courses on platforms like Coursera, edX, or Udacity to gain foundational knowledge. Practice hands-on by working on real-world datasets available on platforms like Kaggle, and familiarize yourself with essential tools such as SQL, Excel, and machine learning libraries. Join data science communities, attend meetups, and network with professionals in the field. Earning certifications from recognized institutions can validate your skills. Build a strong portfolio showcasing your projects and expertise. Finally, start applying for entry-level data science positions or internships to gain practical experience and advance your career.