Risk, Safety & GovernanceAgentic AI Technical LiteracyTeam Leadership & Delivery OwnershipAgentic AI Product StrategySystem Design OversightEvaluation & Quality Frameworks
Scalable Engineering & MLOpsAdvanced Data Science MasteryAgentic AI System DesignPlanning & Reasoning SystemsLLM & Foundation Model DepthMemory & Knowledge Systems
Core Data Science FoundationsAgentic AI / Autonomous Systems SkillsLLM & Foundation Model ExpertiseAgent Design & OrchestrationPlanning & Reasoning Architectures
Data warehousing conceptsSnowflakeAdvanced PythonData Platform DesignGenai
DevOps & Cloud IntegrationLeadership & StrategySecurity & ComplianceCore AWS Networking ExpertiseNetwork Architecture & DesignAutomation & Infrastructure as Code (IaC)Monitoring & Troubleshooting
Model DeploymentPythonSQLMachine LearningR ProgrammingETL Pipelines
Model Deployment & ServingMonitoring & ObservabilityMLOps FoundationsStrong ML & Data UnderstandingData & Pipeline EngineeringCloud & ML PlatformsCI/CD for Machine Learning
Testing REST APIsPythonProgramming SkillsAPI TestingTest Automation FrameworksJavaCI/CD & DevOps Integration
JavaScriptDatabases & Data ManagementIntegration & APIsCore Programming SkillsJavaSAP Commerce Cloud Platform KnowledgeFrameworks & Backend TechnologiesFrontend Technologies
DevOps & CloudC#JavaScript.NET Core.NET Framework