IBM Data Science Professional Certificate
IBM's 12-course program runs from data science basics through Python, SQL, data analysis, visualization and machine learning to a capstone project and generative AI tools. You learn through videos, browser labs and graded quizzes, and there is no final exam.
Great fit if you are new to coding and want a guided start in data science
Poor fit if you already know Python and basic statistics; choose a more advanced program
