Data & AI
Data and AI certifications from Google, IBM, Microsoft, Databricks, and Tableau validate skills across the full data career spectrum — from entry-level analytics to senior data engineering and machine learning. Demand for certified data professionals continues to grow rapidly in 2026.
6 Certifications2 Paths
Certifications
Career Paths
Data Analyst Beginner
6–12 months
The entry path into data analytics. Google Data Analytics Certificate provides accessible foundational data skills with no prerequisites. Power BI adds the most in-demand business intelligence tool across every industry. Google Advanced Data Analytics builds toward senior analyst and junior data science roles.
Data Engineer
12–18 months
Targets senior data engineering roles across platforms. IBM Data Science Professional provides Python and ML depth, Databricks validates modern lakehouse architecture skills, and the AWS or GCP data engineering cert adds cloud platform expertise for enterprise data infrastructure roles.
Find your Data & AI certification path