Beginner Data Scientist Academy

One can get a Beginner Data Scientist certificate by completing one class in each of the following 4 categories.

1. Data Ethics, Privacy, and Security.
2. One of the research classes.
   • Introduction to Data Science in Real Life
   • Introduction to Data Science in Real Research
3. One of the programming classes.
   • R for Data Science
   • Python for Data Science
4. Introduction to Machine Learning and Artificial Intelligence (AI)