Beginner IBM Data & AI certifications
Every Data & AI certification we track, with exam fees, difficulty and salary ranges side by side. Open any one for the full exam guide and study roadmap.
IBM
IBM Data Analyst Professional Certificate
A beginner-friendly, 4‑month program that teaches data‑analysis fundamentals with Excel, Python, SQL and visualization tools, culminating in an IBM‑issued professional certificate.
Typical salary
$75K–$100K
View guide IBM IBM Data Science Professional Certificate The IBM Data Science Professional Certificate equips beginners with practical data science skills and a portfolio to launch an entry‑level data science career. Typical salary
$85K–$115K
View guide IBM IBM Full Stack Software Developer Professional Certificate IBM Full Stack Software Developer Professional Certificate teaches end‑to‑end web development and cloud‑native skills for beginners. Typical salary
$85K–$115K
View guide
$75K–$100K
View guide IBM IBM Data Science Professional Certificate The IBM Data Science Professional Certificate equips beginners with practical data science skills and a portfolio to launch an entry‑level data science career. Typical salary
$85K–$115K
View guide IBM IBM Full Stack Software Developer Professional Certificate IBM Full Stack Software Developer Professional Certificate teaches end‑to‑end web development and cloud‑native skills for beginners. Typical salary
$85K–$115K
View guide