LEARN. PRACTICE. GROW.Data / AI
Certification preparation and knowledge assessments. Choose an area, check availability, and build your path.
AI-102: Azure AI engineering, historical course
Six lessons, 38 questions, and six AI engineering, agent, vision, language, and search cases..
Historical AI-900: Azure AI fundamentals
Five lessons, 27 questions, and five cases on responsible AI, machine learning, vision, language, and generative AI. Historical AI-900 reference.
AWS Certified AI Practitioner: decisions and applications
Five lessons, 30 questions, and six cases on AI, generative models, RAG, evaluation, responsibility, and AWS security. AIF-C01 preparation.
AWS Machine Learning Engineer: prepare and operate models
Eight lessons, 40 questions, and eight cases on data, training, foundation models, deployment, pipelines, monitoring, and security. MLA-C02 beta preparation.
AI-103: AI apps and agents on Azure
Six lessons, 40 questions, and six cases on Foundry apps, agents, media, language, and extraction. Independent AI-103 preparation.
Databricks Data Engineer Associate: pipelines and operations
Seven lessons, 40 questions, and seven cases covering ingestion, SQL/PySpark, Lakeflow Jobs, CI/CD, diagnosis, and Unity Catalog. Independent preparation.
Databricks Machine Learning Associate: training and operations
Seven lessons, 40 questions, and seven cases covering AutoML, features, MLflow, preparation, training, metrics, and serving. Independent preparation.
DP-900: Azure data fundamentals
Six lessons, 32 questions, and four scenarios on data, Azure services, pipelines, and Power BI. Independent DP-900 preparation.
DP-203: Azure data engineering, historical path
Historical DP-203: six lessons, 40 questions, and six cases on Azure pipelines, Data Lake, streams, security, monitoring, and recovery.
Professional Data Engineer: pipelines and data decisions
Prepare for Professional Data Engineer with eight lessons, 50 questions, and eight cases on data design, ingestion, storage, analysis, and operations.
Independent preparation. Tests on bigsavant.com do not award official certifications. Paths in preparation do not yet have published tests.