Mastering Event-Driven Architecture for Future-Proof Systems
You're facing a silent crisis. Systems are growing too complex, integrations are breaking, and your architecture is reacting too slowly to real-time demands. The pressure is on. Downtime costs are rising. Stakeholders are questioning scalability. And you know legacy request-response models won’t cut it in a world driven by immediacy and autonomy. But here's the opportunity: organisations that master event-driven architecture don't just survive disruption - they lead it. They ship features faster, reduce latency, and unlock systems that evolve with business needs. This isn't a theory. It’s what’s separating elite engineering teams from the rest. Mastering Event-Driven Architecture for Future-Proof Systems is the proven, battle-tested path from reactive troubleshooting to proactive system mastery. This course guides you from conceptual uncertainty to delivering a production-ready, board-approved event-driven transformation plan in 30 days - complete with integration blueprints, resilience patterns, and a clear roadmap for stakeholder alignment. One architect, Sarah Lin, Lead Systems Engineer at a Fortune 500 fintech, used this framework to decommission a monolithic fraud detection system. In six weeks, her team deployed a real-time event mesh that reduced alert latency from 7 minutes to under 900 milliseconds. Her initiative was fast-tracked for enterprise rollout - and she was promoted to Principal Architect. This isn't about catching up. It’s about getting ahead. The future belongs to engineers who don’t just maintain systems but anticipate them. You’re not just learning a pattern - you’re acquiring a strategic advantage. Here’s how this course is structured to help you get there.Course Format & Delivery Details Self-paced. Immediate online access. Begin the moment you enroll. No waiting for cohorts, no rigid schedules. Learn on your terms, at your speed, with full control over your progress. This is an on-demand learning experience. There are no fixed start dates or time commitments. Whether you dedicate 30 minutes daily or deep-dive every weekend, the structure adapts to you. Most learners complete the core material in 4 to 6 weeks, with tangible results emerging as early as Module 3 - including actionable architecture assessments and integration checklists you can apply immediately. You receive lifetime access to all materials. Every update, refinement, and new best practice is delivered to you at no additional cost. This isn’t a one-time snapshot - it’s a living resource that evolves with the field. Access is global and available 24/7. The platform is fully mobile-friendly, allowing you to continue learning across devices, whether you're commuting, in a meeting, or working remotely. Instructor Support & Guidance
Expert-led doesn't mean isolated. Receive direct feedback through guided review checkpoints. Submit your architecture diagrams, integration plans, and domain models for structured evaluation by certified instructors with over 15 years of large-scale system experience. This is not automated feedback - it is detailed, human-driven insight. Your work culminates in a Certificate of Completion issued by The Art of Service, a globally recognised credential trusted by enterprises, hiring managers, and tech leads. This certification validates your ability to design, deploy, and govern event-driven systems - and is shareable on LinkedIn, portfolios, and internal promotion packets. No Hidden Fees. No Surprises.
The pricing is straightforward. There are no recurring charges, hidden fees, or upsells. What you see is exactly what you get. We accept all major payment methods, including Visa, Mastercard, and PayPal, for secure and seamless enrollment. Zero-Risk Enrollment: Satisfied or Refunded
Your success is guaranteed. If, after completing the first two modules, you don’t believe this course delivers exceptional clarity, practical value, and career momentum, simply request a full refund. No questions asked, no delays. The risk is entirely on us - that’s how confident we are in the transformation you’ll experience. What Happens After Enrollment?
After registration, you’ll receive a confirmation email. Once your course materials are prepared, your access details will be sent separately. This ensures a smooth, high-quality onboarding experience. Will This Work for Me?
Yes - even if you’ve struggled with distributed systems before. Even if your current environment is still largely monolithic. Even if you're not the final decision-maker but need to build credibility and influence. This course works whether you're a mid-level developer aiming for promotion, a systems architect validating your approach, or a tech lead preparing for a major platform migration. It’s designed for real complexity, not textbook simplicity. This works even if: you’re new to asynchronous messaging, your team lacks event maturity, or your leadership demands clear ROI before investment. The frameworks here are built for influence, evidence, and execution - not just theory. Trust is earned through results. That’s why every module is outcome-oriented, audit-proof, and field-tested by engineers in regulated industries - finance, healthcare, logistics, and cloud-native SaaS.
Module 1: Foundations of Event-Driven Architecture - Understanding the limitations of request-response systems
- Evolution from monoliths to microservices to event-driven systems
- Defining events: data, context, and intent
- Event vs message vs command: clarifying key distinctions
- Core principles: loose coupling, autonomy, and scalability
- The role of time in event-driven design
- Event sourcing vs event-driven architecture: when to use which
- Architectural trade-offs: complexity vs responsiveness
- Common anti-patterns and how to avoid them
- Business drivers for event adoption: velocity, resilience, cost
Module 2: Core Patterns and Design Philosophies - Publish-subscribe model: deep architectural walkthrough
- Event streaming vs event notification: practical applications
- Event mesh vs service bus: use-case alignment
- Domain-driven design integration with event modelling
- Modelling business capabilities as event producers
- Consumer-driven contracts for event interfaces
- Idempotency patterns for reliable processing
- At-least-once vs exactly-once delivery semantics
- Event schema design: versioning, backward compatibility
- Event metadata: enriching context for downstream consumers
- Event correlation and causation tracking
- Dead-letter queue strategies and error handling
- Event fan-out and fan-in performance considerations
- Event filtering, transformation, and routing mechanics
- Idempotent consumer design for failure resilience
Module 3: Event Infrastructure and Middleware - Comparative analysis of Kafka, RabbitMQ, Amazon EventBridge, and Azure Event Grid
- Choosing the right event broker for your scale and reliability needs
- Setting up secure, high-throughput event clusters
- Topic design and partitioning strategies
- Retention policies and storage optimisation
- Broker-level security: authentication, authorisation, encryption
- Network topology for cross-region event propagation
- Multi-tenancy in shared event infrastructure
- Latency monitoring at the broker level
- Backpressure handling in high-volume systems
- Broker clustering and failover mechanisms
- Replication and durability guarantees across brokers
- Evaluation framework for open source vs managed services
- Cost modelling for long-term operational sustainability
- Operational runbooks for broker incidents
Module 4: Event Modelling and Domain Analysis - Event storming workshops: facilitation and outputs
- Identifying domain events from business processes
- Classifying events as state change, decision, or request
- Collaborative modelling with business and technical stakeholders
- Mapping events to bounded contexts in DDD
- Event canvas: structured documentation template
- Temporal event sequencing and business timelines
- Event naming conventions and semantic clarity
- Minimal viable event contracts for rapid iteration
- Event granularity: coarse vs fine-grained events
- Dealing with event duplication and noise
- Event lifecycle management: creation to retirement
- Event ownership and stewardship roles
- Handling events across domain boundaries
- Event versioning and migration strategies
Module 5: Resilience and Fault Tolerance - Failure injection testing in event-driven systems
- Graceful degradation patterns for consumer outages
- Retry strategies: exponential backoff with jitter
- Circuit breaker implementation for event consumers
- Saga pattern for distributed transaction coordination
- Compensating actions for rollback in eventual consistency
- Idempotency keys and request deduplication
- Health check design for event producers and consumers
- Chaos engineering principles applied to event flows
- Monitoring consumer lag and processing delays
- Automated alerting on event processing anomalies
- Disaster recovery planning for event brokers
- Geo-replication for high availability
- Data consistency checks across event chains
- Fault isolation in polyglot consumer environments
Module 6: Observability and Monitoring - Distributed tracing for event chains across services
- Correlation IDs across asynchronous boundaries
- Logging best practices for event producers and consumers
- Metrics to track: throughput, latency, error rates
- Dashboarding event system health for operations
- Alerting on abnormal event patterns or volume drops
- Event flow visualisation tools and techniques
- Root cause analysis for event processing failures
- Monitoring consumer lag in Kafka-like systems
- Audit trail generation from event streams
- Event schema validation in production pipelines
- Performance benchmarking of event processing paths
- Monitoring during event schema migrations
- Real-time dashboards for incident response
- Service-level objectives for event delivery
Module 7: Security and Compliance - Data classification within event payloads
- End-to-end encryption for sensitive event data
- Authentication of event producers and consumers
- Authorisation models for event topic access
- GDPR and data sovereignty considerations in event logs
- Right to be forgotten in event-sourced systems
- Audit logging requirements for regulated industries
- PII redaction and anonymisation techniques
- Event retention and secure deletion policies
- Compliance boundary definition in event mesh
- Security testing for event injection attacks
- Zero-trust principles applied to event flows
- Immutable event logs for compliance verification
- Secure schema registry access controls
- Penetration testing of event-facing APIs
Module 8: Integration and Interoperability - Connecting legacy systems to event backbones
- Change data capture (CDC) for database event sourcing
- Message translation between protocols (AMQP, MQTT, HTTP)
- API gateways as event producers or consumers
- Bridging synchronous APIs with async event flows
- Event-driven integration with third-party SaaS
- Event enrichment from external data sources
- Webhook to event conversion patterns
- Cloud-to-on-premise event bridging
- Cross-cloud event propagation strategies
- Hybrid integration architecture planning
- Event routing across organisational boundaries
- Schema compatibility checks in multi-system environments
- Integration testing for event-driven workflows
- Contract testing for event interface stability
Module 9: Scalability and Performance Engineering - Horizontal scaling of event consumers
- Partitioning strategies for load distribution
- Load testing event-driven pipelines
- Benchmarking end-to-end event latency
- Throughput optimisation techniques
- Memory and CPU profiling of event processors
- Connection pooling for high-frequency producers
- Batching vs streaming trade-offs
- Backpressure handling in consumer pipelines
- Caching strategies for high-read consumers
- Data sharding based on event keys
- Elastic scaling of cloud-based event infrastructure
- Cost-performance trade-off analysis
- Detecting and resolving bottlenecks in event chains
- Performance SLAs for event delivery
Module 10: Testing and Validation - Unit testing event producers and consumers
- Integration testing event flows across services
- Contract testing with Pact for event interfaces
- Consumer-driven contract workflows
- Mocking event brokers in test environments
- End-to-end testing of distributed sagas
- Testing rollback and compensating actions
- Schema validation testing pipelines
- Automated regression testing for event changes
- Testing under network partition conditions
- Event replay testing for debugging and verification
- Performance testing of event ingestion rates
- Chaos testing event consumer resilience
- Testing schema evolution compatibility
- Golden path testing for critical event journeys
Module 11: Deployment and Operationalisation - CI/CD pipelines for event-driven services
- Blue-green deployments with event processing
- Canary releasing for event consumers
- Zero-downtime updates for event producers
- Rollback strategies for event schema changes
- Feature flagging in event-driven contexts
- Monitoring during deployment windows
- Automated health checks post-deployment
- Runbook creation for event system incidents
- On-call playbooks for event failures
- Daily health checks for event clusters
- Automated recovery scripts for common failures
- Capacity planning based on event volume trends
- Disaster recovery drills and testing
- Incident response coordination across teams
Module 12: Governance and Organisation - Defining event ownership and stewardship models
- Event lifecycle governance: deprecation and sunsetting
- Creating an event catalog for enterprise visibility
- Standards for event naming, schema, and contracts
- Centralised vs decentralised event management
- Developer enablement through event portals
- Training programs for event-driven development
- Metrics for measuring event adoption
- Cost accountability for event infrastructure usage
- Cross-team collaboration frameworks
- Architecture review boards and event approvals
- Documenting event design decisions
- Scaling event practices across multiple teams
- Measuring business impact of event adoption
- Establishing a Centre of Excellence for event-driven design
Module 13: Advanced Patterns and Optimisations - Complex event processing (CEP) with Esper and Flink
- Stream processing with windowing and aggregation
- Pattern detection in real-time event streams
- Temporal reasoning over event sequences
- Stateful processing in event consumers
- Event refinement pipelines for downstream use
- Downsampling high-frequency event streams
- Streaming joins across multiple event topics
- Real-time anomaly detection in event data
- Machine learning integration with event pipelines
- Event time vs processing time semantics
- Handling out-of-order events
- Watermarking for stream completeness
- Exactly-once processing guarantees in practice
- Lightweight event correlation frameworks
Module 14: Real-World Projects and Implementation - Designing an order fulfilment pipeline with event coordination
- Building a real-time customer activity dashboard
- Implementing a fraud detection system using CEP
- Creating an inventory synchronisation system across warehouses
- Event-driven user notification framework
- Customer journey tracking with anonymous events
- IoT sensor data pipeline with edge event filtering
- Microservices coordination without orchestration
- Event-based audit logging across all services
- Building a self-healing monitoring system with events
- Designing a multi-tenant SaaS event backbone
- Event routing for regional data compliance
- Real-time pricing engine driven by market events
- Event-driven search index updates
- Automated reconciliation using event logs
Module 15: Certification, Career Growth & Next Steps - Final project: architecture blueprint for your organisation
- Peer review of event-driven design submissions
- Expert feedback on implementation viability
- Documenting your event strategy for leadership
- Presenting technical trade-offs to non-technical stakeholders
- Building a business case for event adoption
- Creating a phased rollout plan with measurable KPIs
- Aligning event initiatives with digital transformation goals
- Preparing for technical interviews with event scenarios
- Leveraging your certification for career advancement
- Networking within the event-driven architecture community
- Contributing to open source event projects
- Staying current with event-driven research and trends
- Joining The Art of Service alumni network
- Earning your Certificate of Completion issued by The Art of Service
- Understanding the limitations of request-response systems
- Evolution from monoliths to microservices to event-driven systems
- Defining events: data, context, and intent
- Event vs message vs command: clarifying key distinctions
- Core principles: loose coupling, autonomy, and scalability
- The role of time in event-driven design
- Event sourcing vs event-driven architecture: when to use which
- Architectural trade-offs: complexity vs responsiveness
- Common anti-patterns and how to avoid them
- Business drivers for event adoption: velocity, resilience, cost
Module 2: Core Patterns and Design Philosophies - Publish-subscribe model: deep architectural walkthrough
- Event streaming vs event notification: practical applications
- Event mesh vs service bus: use-case alignment
- Domain-driven design integration with event modelling
- Modelling business capabilities as event producers
- Consumer-driven contracts for event interfaces
- Idempotency patterns for reliable processing
- At-least-once vs exactly-once delivery semantics
- Event schema design: versioning, backward compatibility
- Event metadata: enriching context for downstream consumers
- Event correlation and causation tracking
- Dead-letter queue strategies and error handling
- Event fan-out and fan-in performance considerations
- Event filtering, transformation, and routing mechanics
- Idempotent consumer design for failure resilience
Module 3: Event Infrastructure and Middleware - Comparative analysis of Kafka, RabbitMQ, Amazon EventBridge, and Azure Event Grid
- Choosing the right event broker for your scale and reliability needs
- Setting up secure, high-throughput event clusters
- Topic design and partitioning strategies
- Retention policies and storage optimisation
- Broker-level security: authentication, authorisation, encryption
- Network topology for cross-region event propagation
- Multi-tenancy in shared event infrastructure
- Latency monitoring at the broker level
- Backpressure handling in high-volume systems
- Broker clustering and failover mechanisms
- Replication and durability guarantees across brokers
- Evaluation framework for open source vs managed services
- Cost modelling for long-term operational sustainability
- Operational runbooks for broker incidents
Module 4: Event Modelling and Domain Analysis - Event storming workshops: facilitation and outputs
- Identifying domain events from business processes
- Classifying events as state change, decision, or request
- Collaborative modelling with business and technical stakeholders
- Mapping events to bounded contexts in DDD
- Event canvas: structured documentation template
- Temporal event sequencing and business timelines
- Event naming conventions and semantic clarity
- Minimal viable event contracts for rapid iteration
- Event granularity: coarse vs fine-grained events
- Dealing with event duplication and noise
- Event lifecycle management: creation to retirement
- Event ownership and stewardship roles
- Handling events across domain boundaries
- Event versioning and migration strategies
Module 5: Resilience and Fault Tolerance - Failure injection testing in event-driven systems
- Graceful degradation patterns for consumer outages
- Retry strategies: exponential backoff with jitter
- Circuit breaker implementation for event consumers
- Saga pattern for distributed transaction coordination
- Compensating actions for rollback in eventual consistency
- Idempotency keys and request deduplication
- Health check design for event producers and consumers
- Chaos engineering principles applied to event flows
- Monitoring consumer lag and processing delays
- Automated alerting on event processing anomalies
- Disaster recovery planning for event brokers
- Geo-replication for high availability
- Data consistency checks across event chains
- Fault isolation in polyglot consumer environments
Module 6: Observability and Monitoring - Distributed tracing for event chains across services
- Correlation IDs across asynchronous boundaries
- Logging best practices for event producers and consumers
- Metrics to track: throughput, latency, error rates
- Dashboarding event system health for operations
- Alerting on abnormal event patterns or volume drops
- Event flow visualisation tools and techniques
- Root cause analysis for event processing failures
- Monitoring consumer lag in Kafka-like systems
- Audit trail generation from event streams
- Event schema validation in production pipelines
- Performance benchmarking of event processing paths
- Monitoring during event schema migrations
- Real-time dashboards for incident response
- Service-level objectives for event delivery
Module 7: Security and Compliance - Data classification within event payloads
- End-to-end encryption for sensitive event data
- Authentication of event producers and consumers
- Authorisation models for event topic access
- GDPR and data sovereignty considerations in event logs
- Right to be forgotten in event-sourced systems
- Audit logging requirements for regulated industries
- PII redaction and anonymisation techniques
- Event retention and secure deletion policies
- Compliance boundary definition in event mesh
- Security testing for event injection attacks
- Zero-trust principles applied to event flows
- Immutable event logs for compliance verification
- Secure schema registry access controls
- Penetration testing of event-facing APIs
Module 8: Integration and Interoperability - Connecting legacy systems to event backbones
- Change data capture (CDC) for database event sourcing
- Message translation between protocols (AMQP, MQTT, HTTP)
- API gateways as event producers or consumers
- Bridging synchronous APIs with async event flows
- Event-driven integration with third-party SaaS
- Event enrichment from external data sources
- Webhook to event conversion patterns
- Cloud-to-on-premise event bridging
- Cross-cloud event propagation strategies
- Hybrid integration architecture planning
- Event routing across organisational boundaries
- Schema compatibility checks in multi-system environments
- Integration testing for event-driven workflows
- Contract testing for event interface stability
Module 9: Scalability and Performance Engineering - Horizontal scaling of event consumers
- Partitioning strategies for load distribution
- Load testing event-driven pipelines
- Benchmarking end-to-end event latency
- Throughput optimisation techniques
- Memory and CPU profiling of event processors
- Connection pooling for high-frequency producers
- Batching vs streaming trade-offs
- Backpressure handling in consumer pipelines
- Caching strategies for high-read consumers
- Data sharding based on event keys
- Elastic scaling of cloud-based event infrastructure
- Cost-performance trade-off analysis
- Detecting and resolving bottlenecks in event chains
- Performance SLAs for event delivery
Module 10: Testing and Validation - Unit testing event producers and consumers
- Integration testing event flows across services
- Contract testing with Pact for event interfaces
- Consumer-driven contract workflows
- Mocking event brokers in test environments
- End-to-end testing of distributed sagas
- Testing rollback and compensating actions
- Schema validation testing pipelines
- Automated regression testing for event changes
- Testing under network partition conditions
- Event replay testing for debugging and verification
- Performance testing of event ingestion rates
- Chaos testing event consumer resilience
- Testing schema evolution compatibility
- Golden path testing for critical event journeys
Module 11: Deployment and Operationalisation - CI/CD pipelines for event-driven services
- Blue-green deployments with event processing
- Canary releasing for event consumers
- Zero-downtime updates for event producers
- Rollback strategies for event schema changes
- Feature flagging in event-driven contexts
- Monitoring during deployment windows
- Automated health checks post-deployment
- Runbook creation for event system incidents
- On-call playbooks for event failures
- Daily health checks for event clusters
- Automated recovery scripts for common failures
- Capacity planning based on event volume trends
- Disaster recovery drills and testing
- Incident response coordination across teams
Module 12: Governance and Organisation - Defining event ownership and stewardship models
- Event lifecycle governance: deprecation and sunsetting
- Creating an event catalog for enterprise visibility
- Standards for event naming, schema, and contracts
- Centralised vs decentralised event management
- Developer enablement through event portals
- Training programs for event-driven development
- Metrics for measuring event adoption
- Cost accountability for event infrastructure usage
- Cross-team collaboration frameworks
- Architecture review boards and event approvals
- Documenting event design decisions
- Scaling event practices across multiple teams
- Measuring business impact of event adoption
- Establishing a Centre of Excellence for event-driven design
Module 13: Advanced Patterns and Optimisations - Complex event processing (CEP) with Esper and Flink
- Stream processing with windowing and aggregation
- Pattern detection in real-time event streams
- Temporal reasoning over event sequences
- Stateful processing in event consumers
- Event refinement pipelines for downstream use
- Downsampling high-frequency event streams
- Streaming joins across multiple event topics
- Real-time anomaly detection in event data
- Machine learning integration with event pipelines
- Event time vs processing time semantics
- Handling out-of-order events
- Watermarking for stream completeness
- Exactly-once processing guarantees in practice
- Lightweight event correlation frameworks
Module 14: Real-World Projects and Implementation - Designing an order fulfilment pipeline with event coordination
- Building a real-time customer activity dashboard
- Implementing a fraud detection system using CEP
- Creating an inventory synchronisation system across warehouses
- Event-driven user notification framework
- Customer journey tracking with anonymous events
- IoT sensor data pipeline with edge event filtering
- Microservices coordination without orchestration
- Event-based audit logging across all services
- Building a self-healing monitoring system with events
- Designing a multi-tenant SaaS event backbone
- Event routing for regional data compliance
- Real-time pricing engine driven by market events
- Event-driven search index updates
- Automated reconciliation using event logs
Module 15: Certification, Career Growth & Next Steps - Final project: architecture blueprint for your organisation
- Peer review of event-driven design submissions
- Expert feedback on implementation viability
- Documenting your event strategy for leadership
- Presenting technical trade-offs to non-technical stakeholders
- Building a business case for event adoption
- Creating a phased rollout plan with measurable KPIs
- Aligning event initiatives with digital transformation goals
- Preparing for technical interviews with event scenarios
- Leveraging your certification for career advancement
- Networking within the event-driven architecture community
- Contributing to open source event projects
- Staying current with event-driven research and trends
- Joining The Art of Service alumni network
- Earning your Certificate of Completion issued by The Art of Service
- Comparative analysis of Kafka, RabbitMQ, Amazon EventBridge, and Azure Event Grid
- Choosing the right event broker for your scale and reliability needs
- Setting up secure, high-throughput event clusters
- Topic design and partitioning strategies
- Retention policies and storage optimisation
- Broker-level security: authentication, authorisation, encryption
- Network topology for cross-region event propagation
- Multi-tenancy in shared event infrastructure
- Latency monitoring at the broker level
- Backpressure handling in high-volume systems
- Broker clustering and failover mechanisms
- Replication and durability guarantees across brokers
- Evaluation framework for open source vs managed services
- Cost modelling for long-term operational sustainability
- Operational runbooks for broker incidents
Module 4: Event Modelling and Domain Analysis - Event storming workshops: facilitation and outputs
- Identifying domain events from business processes
- Classifying events as state change, decision, or request
- Collaborative modelling with business and technical stakeholders
- Mapping events to bounded contexts in DDD
- Event canvas: structured documentation template
- Temporal event sequencing and business timelines
- Event naming conventions and semantic clarity
- Minimal viable event contracts for rapid iteration
- Event granularity: coarse vs fine-grained events
- Dealing with event duplication and noise
- Event lifecycle management: creation to retirement
- Event ownership and stewardship roles
- Handling events across domain boundaries
- Event versioning and migration strategies
Module 5: Resilience and Fault Tolerance - Failure injection testing in event-driven systems
- Graceful degradation patterns for consumer outages
- Retry strategies: exponential backoff with jitter
- Circuit breaker implementation for event consumers
- Saga pattern for distributed transaction coordination
- Compensating actions for rollback in eventual consistency
- Idempotency keys and request deduplication
- Health check design for event producers and consumers
- Chaos engineering principles applied to event flows
- Monitoring consumer lag and processing delays
- Automated alerting on event processing anomalies
- Disaster recovery planning for event brokers
- Geo-replication for high availability
- Data consistency checks across event chains
- Fault isolation in polyglot consumer environments
Module 6: Observability and Monitoring - Distributed tracing for event chains across services
- Correlation IDs across asynchronous boundaries
- Logging best practices for event producers and consumers
- Metrics to track: throughput, latency, error rates
- Dashboarding event system health for operations
- Alerting on abnormal event patterns or volume drops
- Event flow visualisation tools and techniques
- Root cause analysis for event processing failures
- Monitoring consumer lag in Kafka-like systems
- Audit trail generation from event streams
- Event schema validation in production pipelines
- Performance benchmarking of event processing paths
- Monitoring during event schema migrations
- Real-time dashboards for incident response
- Service-level objectives for event delivery
Module 7: Security and Compliance - Data classification within event payloads
- End-to-end encryption for sensitive event data
- Authentication of event producers and consumers
- Authorisation models for event topic access
- GDPR and data sovereignty considerations in event logs
- Right to be forgotten in event-sourced systems
- Audit logging requirements for regulated industries
- PII redaction and anonymisation techniques
- Event retention and secure deletion policies
- Compliance boundary definition in event mesh
- Security testing for event injection attacks
- Zero-trust principles applied to event flows
- Immutable event logs for compliance verification
- Secure schema registry access controls
- Penetration testing of event-facing APIs
Module 8: Integration and Interoperability - Connecting legacy systems to event backbones
- Change data capture (CDC) for database event sourcing
- Message translation between protocols (AMQP, MQTT, HTTP)
- API gateways as event producers or consumers
- Bridging synchronous APIs with async event flows
- Event-driven integration with third-party SaaS
- Event enrichment from external data sources
- Webhook to event conversion patterns
- Cloud-to-on-premise event bridging
- Cross-cloud event propagation strategies
- Hybrid integration architecture planning
- Event routing across organisational boundaries
- Schema compatibility checks in multi-system environments
- Integration testing for event-driven workflows
- Contract testing for event interface stability
Module 9: Scalability and Performance Engineering - Horizontal scaling of event consumers
- Partitioning strategies for load distribution
- Load testing event-driven pipelines
- Benchmarking end-to-end event latency
- Throughput optimisation techniques
- Memory and CPU profiling of event processors
- Connection pooling for high-frequency producers
- Batching vs streaming trade-offs
- Backpressure handling in consumer pipelines
- Caching strategies for high-read consumers
- Data sharding based on event keys
- Elastic scaling of cloud-based event infrastructure
- Cost-performance trade-off analysis
- Detecting and resolving bottlenecks in event chains
- Performance SLAs for event delivery
Module 10: Testing and Validation - Unit testing event producers and consumers
- Integration testing event flows across services
- Contract testing with Pact for event interfaces
- Consumer-driven contract workflows
- Mocking event brokers in test environments
- End-to-end testing of distributed sagas
- Testing rollback and compensating actions
- Schema validation testing pipelines
- Automated regression testing for event changes
- Testing under network partition conditions
- Event replay testing for debugging and verification
- Performance testing of event ingestion rates
- Chaos testing event consumer resilience
- Testing schema evolution compatibility
- Golden path testing for critical event journeys
Module 11: Deployment and Operationalisation - CI/CD pipelines for event-driven services
- Blue-green deployments with event processing
- Canary releasing for event consumers
- Zero-downtime updates for event producers
- Rollback strategies for event schema changes
- Feature flagging in event-driven contexts
- Monitoring during deployment windows
- Automated health checks post-deployment
- Runbook creation for event system incidents
- On-call playbooks for event failures
- Daily health checks for event clusters
- Automated recovery scripts for common failures
- Capacity planning based on event volume trends
- Disaster recovery drills and testing
- Incident response coordination across teams
Module 12: Governance and Organisation - Defining event ownership and stewardship models
- Event lifecycle governance: deprecation and sunsetting
- Creating an event catalog for enterprise visibility
- Standards for event naming, schema, and contracts
- Centralised vs decentralised event management
- Developer enablement through event portals
- Training programs for event-driven development
- Metrics for measuring event adoption
- Cost accountability for event infrastructure usage
- Cross-team collaboration frameworks
- Architecture review boards and event approvals
- Documenting event design decisions
- Scaling event practices across multiple teams
- Measuring business impact of event adoption
- Establishing a Centre of Excellence for event-driven design
Module 13: Advanced Patterns and Optimisations - Complex event processing (CEP) with Esper and Flink
- Stream processing with windowing and aggregation
- Pattern detection in real-time event streams
- Temporal reasoning over event sequences
- Stateful processing in event consumers
- Event refinement pipelines for downstream use
- Downsampling high-frequency event streams
- Streaming joins across multiple event topics
- Real-time anomaly detection in event data
- Machine learning integration with event pipelines
- Event time vs processing time semantics
- Handling out-of-order events
- Watermarking for stream completeness
- Exactly-once processing guarantees in practice
- Lightweight event correlation frameworks
Module 14: Real-World Projects and Implementation - Designing an order fulfilment pipeline with event coordination
- Building a real-time customer activity dashboard
- Implementing a fraud detection system using CEP
- Creating an inventory synchronisation system across warehouses
- Event-driven user notification framework
- Customer journey tracking with anonymous events
- IoT sensor data pipeline with edge event filtering
- Microservices coordination without orchestration
- Event-based audit logging across all services
- Building a self-healing monitoring system with events
- Designing a multi-tenant SaaS event backbone
- Event routing for regional data compliance
- Real-time pricing engine driven by market events
- Event-driven search index updates
- Automated reconciliation using event logs
Module 15: Certification, Career Growth & Next Steps - Final project: architecture blueprint for your organisation
- Peer review of event-driven design submissions
- Expert feedback on implementation viability
- Documenting your event strategy for leadership
- Presenting technical trade-offs to non-technical stakeholders
- Building a business case for event adoption
- Creating a phased rollout plan with measurable KPIs
- Aligning event initiatives with digital transformation goals
- Preparing for technical interviews with event scenarios
- Leveraging your certification for career advancement
- Networking within the event-driven architecture community
- Contributing to open source event projects
- Staying current with event-driven research and trends
- Joining The Art of Service alumni network
- Earning your Certificate of Completion issued by The Art of Service
- Failure injection testing in event-driven systems
- Graceful degradation patterns for consumer outages
- Retry strategies: exponential backoff with jitter
- Circuit breaker implementation for event consumers
- Saga pattern for distributed transaction coordination
- Compensating actions for rollback in eventual consistency
- Idempotency keys and request deduplication
- Health check design for event producers and consumers
- Chaos engineering principles applied to event flows
- Monitoring consumer lag and processing delays
- Automated alerting on event processing anomalies
- Disaster recovery planning for event brokers
- Geo-replication for high availability
- Data consistency checks across event chains
- Fault isolation in polyglot consumer environments
Module 6: Observability and Monitoring - Distributed tracing for event chains across services
- Correlation IDs across asynchronous boundaries
- Logging best practices for event producers and consumers
- Metrics to track: throughput, latency, error rates
- Dashboarding event system health for operations
- Alerting on abnormal event patterns or volume drops
- Event flow visualisation tools and techniques
- Root cause analysis for event processing failures
- Monitoring consumer lag in Kafka-like systems
- Audit trail generation from event streams
- Event schema validation in production pipelines
- Performance benchmarking of event processing paths
- Monitoring during event schema migrations
- Real-time dashboards for incident response
- Service-level objectives for event delivery
Module 7: Security and Compliance - Data classification within event payloads
- End-to-end encryption for sensitive event data
- Authentication of event producers and consumers
- Authorisation models for event topic access
- GDPR and data sovereignty considerations in event logs
- Right to be forgotten in event-sourced systems
- Audit logging requirements for regulated industries
- PII redaction and anonymisation techniques
- Event retention and secure deletion policies
- Compliance boundary definition in event mesh
- Security testing for event injection attacks
- Zero-trust principles applied to event flows
- Immutable event logs for compliance verification
- Secure schema registry access controls
- Penetration testing of event-facing APIs
Module 8: Integration and Interoperability - Connecting legacy systems to event backbones
- Change data capture (CDC) for database event sourcing
- Message translation between protocols (AMQP, MQTT, HTTP)
- API gateways as event producers or consumers
- Bridging synchronous APIs with async event flows
- Event-driven integration with third-party SaaS
- Event enrichment from external data sources
- Webhook to event conversion patterns
- Cloud-to-on-premise event bridging
- Cross-cloud event propagation strategies
- Hybrid integration architecture planning
- Event routing across organisational boundaries
- Schema compatibility checks in multi-system environments
- Integration testing for event-driven workflows
- Contract testing for event interface stability
Module 9: Scalability and Performance Engineering - Horizontal scaling of event consumers
- Partitioning strategies for load distribution
- Load testing event-driven pipelines
- Benchmarking end-to-end event latency
- Throughput optimisation techniques
- Memory and CPU profiling of event processors
- Connection pooling for high-frequency producers
- Batching vs streaming trade-offs
- Backpressure handling in consumer pipelines
- Caching strategies for high-read consumers
- Data sharding based on event keys
- Elastic scaling of cloud-based event infrastructure
- Cost-performance trade-off analysis
- Detecting and resolving bottlenecks in event chains
- Performance SLAs for event delivery
Module 10: Testing and Validation - Unit testing event producers and consumers
- Integration testing event flows across services
- Contract testing with Pact for event interfaces
- Consumer-driven contract workflows
- Mocking event brokers in test environments
- End-to-end testing of distributed sagas
- Testing rollback and compensating actions
- Schema validation testing pipelines
- Automated regression testing for event changes
- Testing under network partition conditions
- Event replay testing for debugging and verification
- Performance testing of event ingestion rates
- Chaos testing event consumer resilience
- Testing schema evolution compatibility
- Golden path testing for critical event journeys
Module 11: Deployment and Operationalisation - CI/CD pipelines for event-driven services
- Blue-green deployments with event processing
- Canary releasing for event consumers
- Zero-downtime updates for event producers
- Rollback strategies for event schema changes
- Feature flagging in event-driven contexts
- Monitoring during deployment windows
- Automated health checks post-deployment
- Runbook creation for event system incidents
- On-call playbooks for event failures
- Daily health checks for event clusters
- Automated recovery scripts for common failures
- Capacity planning based on event volume trends
- Disaster recovery drills and testing
- Incident response coordination across teams
Module 12: Governance and Organisation - Defining event ownership and stewardship models
- Event lifecycle governance: deprecation and sunsetting
- Creating an event catalog for enterprise visibility
- Standards for event naming, schema, and contracts
- Centralised vs decentralised event management
- Developer enablement through event portals
- Training programs for event-driven development
- Metrics for measuring event adoption
- Cost accountability for event infrastructure usage
- Cross-team collaboration frameworks
- Architecture review boards and event approvals
- Documenting event design decisions
- Scaling event practices across multiple teams
- Measuring business impact of event adoption
- Establishing a Centre of Excellence for event-driven design
Module 13: Advanced Patterns and Optimisations - Complex event processing (CEP) with Esper and Flink
- Stream processing with windowing and aggregation
- Pattern detection in real-time event streams
- Temporal reasoning over event sequences
- Stateful processing in event consumers
- Event refinement pipelines for downstream use
- Downsampling high-frequency event streams
- Streaming joins across multiple event topics
- Real-time anomaly detection in event data
- Machine learning integration with event pipelines
- Event time vs processing time semantics
- Handling out-of-order events
- Watermarking for stream completeness
- Exactly-once processing guarantees in practice
- Lightweight event correlation frameworks
Module 14: Real-World Projects and Implementation - Designing an order fulfilment pipeline with event coordination
- Building a real-time customer activity dashboard
- Implementing a fraud detection system using CEP
- Creating an inventory synchronisation system across warehouses
- Event-driven user notification framework
- Customer journey tracking with anonymous events
- IoT sensor data pipeline with edge event filtering
- Microservices coordination without orchestration
- Event-based audit logging across all services
- Building a self-healing monitoring system with events
- Designing a multi-tenant SaaS event backbone
- Event routing for regional data compliance
- Real-time pricing engine driven by market events
- Event-driven search index updates
- Automated reconciliation using event logs
Module 15: Certification, Career Growth & Next Steps - Final project: architecture blueprint for your organisation
- Peer review of event-driven design submissions
- Expert feedback on implementation viability
- Documenting your event strategy for leadership
- Presenting technical trade-offs to non-technical stakeholders
- Building a business case for event adoption
- Creating a phased rollout plan with measurable KPIs
- Aligning event initiatives with digital transformation goals
- Preparing for technical interviews with event scenarios
- Leveraging your certification for career advancement
- Networking within the event-driven architecture community
- Contributing to open source event projects
- Staying current with event-driven research and trends
- Joining The Art of Service alumni network
- Earning your Certificate of Completion issued by The Art of Service
- Data classification within event payloads
- End-to-end encryption for sensitive event data
- Authentication of event producers and consumers
- Authorisation models for event topic access
- GDPR and data sovereignty considerations in event logs
- Right to be forgotten in event-sourced systems
- Audit logging requirements for regulated industries
- PII redaction and anonymisation techniques
- Event retention and secure deletion policies
- Compliance boundary definition in event mesh
- Security testing for event injection attacks
- Zero-trust principles applied to event flows
- Immutable event logs for compliance verification
- Secure schema registry access controls
- Penetration testing of event-facing APIs
Module 8: Integration and Interoperability - Connecting legacy systems to event backbones
- Change data capture (CDC) for database event sourcing
- Message translation between protocols (AMQP, MQTT, HTTP)
- API gateways as event producers or consumers
- Bridging synchronous APIs with async event flows
- Event-driven integration with third-party SaaS
- Event enrichment from external data sources
- Webhook to event conversion patterns
- Cloud-to-on-premise event bridging
- Cross-cloud event propagation strategies
- Hybrid integration architecture planning
- Event routing across organisational boundaries
- Schema compatibility checks in multi-system environments
- Integration testing for event-driven workflows
- Contract testing for event interface stability
Module 9: Scalability and Performance Engineering - Horizontal scaling of event consumers
- Partitioning strategies for load distribution
- Load testing event-driven pipelines
- Benchmarking end-to-end event latency
- Throughput optimisation techniques
- Memory and CPU profiling of event processors
- Connection pooling for high-frequency producers
- Batching vs streaming trade-offs
- Backpressure handling in consumer pipelines
- Caching strategies for high-read consumers
- Data sharding based on event keys
- Elastic scaling of cloud-based event infrastructure
- Cost-performance trade-off analysis
- Detecting and resolving bottlenecks in event chains
- Performance SLAs for event delivery
Module 10: Testing and Validation - Unit testing event producers and consumers
- Integration testing event flows across services
- Contract testing with Pact for event interfaces
- Consumer-driven contract workflows
- Mocking event brokers in test environments
- End-to-end testing of distributed sagas
- Testing rollback and compensating actions
- Schema validation testing pipelines
- Automated regression testing for event changes
- Testing under network partition conditions
- Event replay testing for debugging and verification
- Performance testing of event ingestion rates
- Chaos testing event consumer resilience
- Testing schema evolution compatibility
- Golden path testing for critical event journeys
Module 11: Deployment and Operationalisation - CI/CD pipelines for event-driven services
- Blue-green deployments with event processing
- Canary releasing for event consumers
- Zero-downtime updates for event producers
- Rollback strategies for event schema changes
- Feature flagging in event-driven contexts
- Monitoring during deployment windows
- Automated health checks post-deployment
- Runbook creation for event system incidents
- On-call playbooks for event failures
- Daily health checks for event clusters
- Automated recovery scripts for common failures
- Capacity planning based on event volume trends
- Disaster recovery drills and testing
- Incident response coordination across teams
Module 12: Governance and Organisation - Defining event ownership and stewardship models
- Event lifecycle governance: deprecation and sunsetting
- Creating an event catalog for enterprise visibility
- Standards for event naming, schema, and contracts
- Centralised vs decentralised event management
- Developer enablement through event portals
- Training programs for event-driven development
- Metrics for measuring event adoption
- Cost accountability for event infrastructure usage
- Cross-team collaboration frameworks
- Architecture review boards and event approvals
- Documenting event design decisions
- Scaling event practices across multiple teams
- Measuring business impact of event adoption
- Establishing a Centre of Excellence for event-driven design
Module 13: Advanced Patterns and Optimisations - Complex event processing (CEP) with Esper and Flink
- Stream processing with windowing and aggregation
- Pattern detection in real-time event streams
- Temporal reasoning over event sequences
- Stateful processing in event consumers
- Event refinement pipelines for downstream use
- Downsampling high-frequency event streams
- Streaming joins across multiple event topics
- Real-time anomaly detection in event data
- Machine learning integration with event pipelines
- Event time vs processing time semantics
- Handling out-of-order events
- Watermarking for stream completeness
- Exactly-once processing guarantees in practice
- Lightweight event correlation frameworks
Module 14: Real-World Projects and Implementation - Designing an order fulfilment pipeline with event coordination
- Building a real-time customer activity dashboard
- Implementing a fraud detection system using CEP
- Creating an inventory synchronisation system across warehouses
- Event-driven user notification framework
- Customer journey tracking with anonymous events
- IoT sensor data pipeline with edge event filtering
- Microservices coordination without orchestration
- Event-based audit logging across all services
- Building a self-healing monitoring system with events
- Designing a multi-tenant SaaS event backbone
- Event routing for regional data compliance
- Real-time pricing engine driven by market events
- Event-driven search index updates
- Automated reconciliation using event logs
Module 15: Certification, Career Growth & Next Steps - Final project: architecture blueprint for your organisation
- Peer review of event-driven design submissions
- Expert feedback on implementation viability
- Documenting your event strategy for leadership
- Presenting technical trade-offs to non-technical stakeholders
- Building a business case for event adoption
- Creating a phased rollout plan with measurable KPIs
- Aligning event initiatives with digital transformation goals
- Preparing for technical interviews with event scenarios
- Leveraging your certification for career advancement
- Networking within the event-driven architecture community
- Contributing to open source event projects
- Staying current with event-driven research and trends
- Joining The Art of Service alumni network
- Earning your Certificate of Completion issued by The Art of Service
- Horizontal scaling of event consumers
- Partitioning strategies for load distribution
- Load testing event-driven pipelines
- Benchmarking end-to-end event latency
- Throughput optimisation techniques
- Memory and CPU profiling of event processors
- Connection pooling for high-frequency producers
- Batching vs streaming trade-offs
- Backpressure handling in consumer pipelines
- Caching strategies for high-read consumers
- Data sharding based on event keys
- Elastic scaling of cloud-based event infrastructure
- Cost-performance trade-off analysis
- Detecting and resolving bottlenecks in event chains
- Performance SLAs for event delivery
Module 10: Testing and Validation - Unit testing event producers and consumers
- Integration testing event flows across services
- Contract testing with Pact for event interfaces
- Consumer-driven contract workflows
- Mocking event brokers in test environments
- End-to-end testing of distributed sagas
- Testing rollback and compensating actions
- Schema validation testing pipelines
- Automated regression testing for event changes
- Testing under network partition conditions
- Event replay testing for debugging and verification
- Performance testing of event ingestion rates
- Chaos testing event consumer resilience
- Testing schema evolution compatibility
- Golden path testing for critical event journeys
Module 11: Deployment and Operationalisation - CI/CD pipelines for event-driven services
- Blue-green deployments with event processing
- Canary releasing for event consumers
- Zero-downtime updates for event producers
- Rollback strategies for event schema changes
- Feature flagging in event-driven contexts
- Monitoring during deployment windows
- Automated health checks post-deployment
- Runbook creation for event system incidents
- On-call playbooks for event failures
- Daily health checks for event clusters
- Automated recovery scripts for common failures
- Capacity planning based on event volume trends
- Disaster recovery drills and testing
- Incident response coordination across teams
Module 12: Governance and Organisation - Defining event ownership and stewardship models
- Event lifecycle governance: deprecation and sunsetting
- Creating an event catalog for enterprise visibility
- Standards for event naming, schema, and contracts
- Centralised vs decentralised event management
- Developer enablement through event portals
- Training programs for event-driven development
- Metrics for measuring event adoption
- Cost accountability for event infrastructure usage
- Cross-team collaboration frameworks
- Architecture review boards and event approvals
- Documenting event design decisions
- Scaling event practices across multiple teams
- Measuring business impact of event adoption
- Establishing a Centre of Excellence for event-driven design
Module 13: Advanced Patterns and Optimisations - Complex event processing (CEP) with Esper and Flink
- Stream processing with windowing and aggregation
- Pattern detection in real-time event streams
- Temporal reasoning over event sequences
- Stateful processing in event consumers
- Event refinement pipelines for downstream use
- Downsampling high-frequency event streams
- Streaming joins across multiple event topics
- Real-time anomaly detection in event data
- Machine learning integration with event pipelines
- Event time vs processing time semantics
- Handling out-of-order events
- Watermarking for stream completeness
- Exactly-once processing guarantees in practice
- Lightweight event correlation frameworks
Module 14: Real-World Projects and Implementation - Designing an order fulfilment pipeline with event coordination
- Building a real-time customer activity dashboard
- Implementing a fraud detection system using CEP
- Creating an inventory synchronisation system across warehouses
- Event-driven user notification framework
- Customer journey tracking with anonymous events
- IoT sensor data pipeline with edge event filtering
- Microservices coordination without orchestration
- Event-based audit logging across all services
- Building a self-healing monitoring system with events
- Designing a multi-tenant SaaS event backbone
- Event routing for regional data compliance
- Real-time pricing engine driven by market events
- Event-driven search index updates
- Automated reconciliation using event logs
Module 15: Certification, Career Growth & Next Steps - Final project: architecture blueprint for your organisation
- Peer review of event-driven design submissions
- Expert feedback on implementation viability
- Documenting your event strategy for leadership
- Presenting technical trade-offs to non-technical stakeholders
- Building a business case for event adoption
- Creating a phased rollout plan with measurable KPIs
- Aligning event initiatives with digital transformation goals
- Preparing for technical interviews with event scenarios
- Leveraging your certification for career advancement
- Networking within the event-driven architecture community
- Contributing to open source event projects
- Staying current with event-driven research and trends
- Joining The Art of Service alumni network
- Earning your Certificate of Completion issued by The Art of Service
- CI/CD pipelines for event-driven services
- Blue-green deployments with event processing
- Canary releasing for event consumers
- Zero-downtime updates for event producers
- Rollback strategies for event schema changes
- Feature flagging in event-driven contexts
- Monitoring during deployment windows
- Automated health checks post-deployment
- Runbook creation for event system incidents
- On-call playbooks for event failures
- Daily health checks for event clusters
- Automated recovery scripts for common failures
- Capacity planning based on event volume trends
- Disaster recovery drills and testing
- Incident response coordination across teams
Module 12: Governance and Organisation - Defining event ownership and stewardship models
- Event lifecycle governance: deprecation and sunsetting
- Creating an event catalog for enterprise visibility
- Standards for event naming, schema, and contracts
- Centralised vs decentralised event management
- Developer enablement through event portals
- Training programs for event-driven development
- Metrics for measuring event adoption
- Cost accountability for event infrastructure usage
- Cross-team collaboration frameworks
- Architecture review boards and event approvals
- Documenting event design decisions
- Scaling event practices across multiple teams
- Measuring business impact of event adoption
- Establishing a Centre of Excellence for event-driven design
Module 13: Advanced Patterns and Optimisations - Complex event processing (CEP) with Esper and Flink
- Stream processing with windowing and aggregation
- Pattern detection in real-time event streams
- Temporal reasoning over event sequences
- Stateful processing in event consumers
- Event refinement pipelines for downstream use
- Downsampling high-frequency event streams
- Streaming joins across multiple event topics
- Real-time anomaly detection in event data
- Machine learning integration with event pipelines
- Event time vs processing time semantics
- Handling out-of-order events
- Watermarking for stream completeness
- Exactly-once processing guarantees in practice
- Lightweight event correlation frameworks
Module 14: Real-World Projects and Implementation - Designing an order fulfilment pipeline with event coordination
- Building a real-time customer activity dashboard
- Implementing a fraud detection system using CEP
- Creating an inventory synchronisation system across warehouses
- Event-driven user notification framework
- Customer journey tracking with anonymous events
- IoT sensor data pipeline with edge event filtering
- Microservices coordination without orchestration
- Event-based audit logging across all services
- Building a self-healing monitoring system with events
- Designing a multi-tenant SaaS event backbone
- Event routing for regional data compliance
- Real-time pricing engine driven by market events
- Event-driven search index updates
- Automated reconciliation using event logs
Module 15: Certification, Career Growth & Next Steps - Final project: architecture blueprint for your organisation
- Peer review of event-driven design submissions
- Expert feedback on implementation viability
- Documenting your event strategy for leadership
- Presenting technical trade-offs to non-technical stakeholders
- Building a business case for event adoption
- Creating a phased rollout plan with measurable KPIs
- Aligning event initiatives with digital transformation goals
- Preparing for technical interviews with event scenarios
- Leveraging your certification for career advancement
- Networking within the event-driven architecture community
- Contributing to open source event projects
- Staying current with event-driven research and trends
- Joining The Art of Service alumni network
- Earning your Certificate of Completion issued by The Art of Service
- Complex event processing (CEP) with Esper and Flink
- Stream processing with windowing and aggregation
- Pattern detection in real-time event streams
- Temporal reasoning over event sequences
- Stateful processing in event consumers
- Event refinement pipelines for downstream use
- Downsampling high-frequency event streams
- Streaming joins across multiple event topics
- Real-time anomaly detection in event data
- Machine learning integration with event pipelines
- Event time vs processing time semantics
- Handling out-of-order events
- Watermarking for stream completeness
- Exactly-once processing guarantees in practice
- Lightweight event correlation frameworks
Module 14: Real-World Projects and Implementation - Designing an order fulfilment pipeline with event coordination
- Building a real-time customer activity dashboard
- Implementing a fraud detection system using CEP
- Creating an inventory synchronisation system across warehouses
- Event-driven user notification framework
- Customer journey tracking with anonymous events
- IoT sensor data pipeline with edge event filtering
- Microservices coordination without orchestration
- Event-based audit logging across all services
- Building a self-healing monitoring system with events
- Designing a multi-tenant SaaS event backbone
- Event routing for regional data compliance
- Real-time pricing engine driven by market events
- Event-driven search index updates
- Automated reconciliation using event logs
Module 15: Certification, Career Growth & Next Steps - Final project: architecture blueprint for your organisation
- Peer review of event-driven design submissions
- Expert feedback on implementation viability
- Documenting your event strategy for leadership
- Presenting technical trade-offs to non-technical stakeholders
- Building a business case for event adoption
- Creating a phased rollout plan with measurable KPIs
- Aligning event initiatives with digital transformation goals
- Preparing for technical interviews with event scenarios
- Leveraging your certification for career advancement
- Networking within the event-driven architecture community
- Contributing to open source event projects
- Staying current with event-driven research and trends
- Joining The Art of Service alumni network
- Earning your Certificate of Completion issued by The Art of Service
- Final project: architecture blueprint for your organisation
- Peer review of event-driven design submissions
- Expert feedback on implementation viability
- Documenting your event strategy for leadership
- Presenting technical trade-offs to non-technical stakeholders
- Building a business case for event adoption
- Creating a phased rollout plan with measurable KPIs
- Aligning event initiatives with digital transformation goals
- Preparing for technical interviews with event scenarios
- Leveraging your certification for career advancement
- Networking within the event-driven architecture community
- Contributing to open source event projects
- Staying current with event-driven research and trends
- Joining The Art of Service alumni network
- Earning your Certificate of Completion issued by The Art of Service