IBM Data Science Professional
Quick Answer
IBM Data Science Professional is a associate certification from Data & AI that costs $200 and takes 200–300 hours to prepare for. The IBM Data Science Professional Certificate covers the full data science lifecycle — Python programming, data analysis with Pandas and NumPy, data visualization, SQL, machine learning with Scikit-learn, and applied data science projects.
Exam details are sourced from official vendor documentation. Some vendors do not publish passing scores publicly. Always verify current requirements at the official exam page before registering.
About This Certification
The IBM Data Science Professional Certificate covers the full data science lifecycle — Python programming, data analysis with Pandas and NumPy, data visualization, SQL, machine learning with Scikit-learn, and applied data science projects. Completed through Coursera across 10 courses.
Who It's For
Career changers and beginners who want a comprehensive introduction to data science. The IBM certificate provides more depth in Python and ML than the Google analytics track, making it better suited for those targeting data science rather than pure analytics roles.