Certifications
21 certifications across 7 platforms — each with study guides, practice questions, flashcards, and a mock exam.
AWS2 certs
Data Engineer Associate
DEA-C01Ingest, transform, store, and secure data pipelines on AWS using Glue, Kinesis, Redshift, and Lake Formation.
Solutions Architect Associate
SAA-C03Design secure, resilient, high-performing, cost-optimized architectures on AWS.
Azure1 cert
Google Cloud4 certs
Associate Cloud Engineer
ACEDeploy applications, monitor operations, and manage enterprise solutions on Google Cloud.
Professional Cloud Architect
Design, develop, and manage robust, secure, scalable, and dynamic solutions on Google Cloud.
Professional Data Engineer
Design, build, and operationalize data processing systems on Google Cloud.
Professional Machine Learning Engineer
Architect, build, scale, and monitor ML solutions on Google Cloud.
Microsoft7 certs
Data Engineering with Azure Databricks
DP-750Implement data engineering solutions on Azure Databricks with Unity Catalog and Lakeflow.
Developing AI Apps and Agents on Azure
AI-103Build generative AI applications and agents with Azure AI Foundry.
Developing AI-Enabled Database Solutions
DP-800Build AI-enabled database solutions across SQL Server, Azure SQL, and Fabric with vectors and RAG.
Fabric Analytics Engineer Associate
DP-600Design, build, and manage enterprise analytics solutions with Microsoft Fabric.
Fabric Data Engineer Associate
DP-700Build data engineering solutions with Microsoft Fabric: ingestion, transformation, and optimization.
Operationalizing ML and Generative AI Solutions
AI-300Run MLOps and GenAIOps on Azure Machine Learning and Microsoft Foundry.
Power BI Data Analyst
PL-300Prepare, model, visualize, and analyze data with Microsoft Power BI.
Databricks3 certs
Data Engineer Associate
Build ELT pipelines and production workflows on the Databricks Lakehouse.
Generative AI Engineer Associate
Design, build, and deploy LLM-powered applications on Databricks.
Machine Learning Associate
Build, train, tune, and deploy machine learning models on the Databricks Lakehouse with MLflow.
Snowflake3 certs
SnowPro Advanced: Architect
ABA-C01Architect enterprise-scale Snowflake solutions covering multi-cluster warehouses, data sharing, and performance tuning.
SnowPro Advanced: Data Engineer
ADE-C01Build and optimize production data pipelines in Snowflake with Streams, Tasks, Dynamic Tables, and Snowpark.
SnowPro Core
COF-C02Master Snowflake architecture, security, performance, and data management.