Artificial Intelligence
Machine learning, AI engineering, and data science credentials
AI and machine learning certifications validate skills in building, training, and deploying intelligent systems. As AI transforms every industry, these credentials are among the fastest-growing and highest-paying in the technology sector.
Average Salary Range
$110k–$180k
Projected Job Growth
+40% (2022–2032)
Certifications
8 tracked
All certifications
8 certificationsAWS MLS-C01
AWS Certified Machine Learning – Specialty
Build and deploy ML solutions on AWS
Domain
AI / ML
Level
Specialist
Exam Cost
$300
Study Time
~200h
AI-102
Microsoft Azure AI Engineer Associate
Design and implement Azure AI solutions
Domain
AI / ML
Level
Associate
Exam Cost
$165
Study Time
~120h
GCP Pro ML
Google Cloud Professional ML Engineer
Design and productionize ML models on Google Cloud
Domain
AI / ML
Level
Professional
Exam Cost
$200
Study Time
~180h
DP-100
Azure Data Scientist Associate
Design and implement ML solutions on Azure
Domain
AI / ML
Level
Associate
Exam Cost
$165
Study Time
~150h
Databricks ML
Databricks Certified Machine Learning Associate
ML engineering on the Databricks Lakehouse platform
Domain
AI / ML
Level
Associate
Exam Cost
$200
Study Time
~100h
TF Dev
TensorFlow Developer Certificate
Performance-based ML with TensorFlow
Domain
AI / ML
Level
Entry Level
Exam Cost
$100
Study Time
~100h
AWS AIF
AWS Certified AI Practitioner
AWS's foundational certification for AI and generative AI
Domain
AI / ML
Level
Entry Level
Exam Cost
$100
Study Time
~50h
AI-900
Azure AI Fundamentals
Microsoft's foundational AI and ML certification
Domain
AI / ML
Level
Entry Level
Exam Cost
$165
Study Time
~25h