Mastering Microsoft Graph API for Enterprise Automation and Security
You’re managing identity sprawl, alert fatigue, and growing attack surfaces - all while leadership demands faster automation and tighter security. The pressure is real. You know Microsoft 365 holds the answers, but without deep API access, you're stuck in reactive mode, manual workflows, and fragmented tooling. Organisations are losing millions due to inefficient governance, unauthorised access, and delayed threat response. Yet, teams with advanced Graph API skills are turning this around - automating user lifecycle management, detecting insider threats in real time, and securing cloud environments with precision. Mastering Microsoft Graph API for Enterprise Automation and Security is the only structured, enterprise-grade learning path that transforms your technical capability into measurable business impact. This is not theory - it’s an executable blueprint used by senior engineers and security architects to deliver funded, board-ready automation and compliance solutions in under 30 days. One learner, a Security Operations Lead at a global financial institution, used the curriculum to build an automated access-review engine that reduced manual compliance effort by 70% and cut down audit preparation time from three weeks to 48 hours. His project was fast-tracked for enterprise rollout and earned him a promotion within six months. This course bridges the gap between scattered documentation and real-world implementation. You go from uncertain and overwhelmed to confident, certified, and future-proof - with a portfolio of production-ready automation scripts and security playbooks that prove your expertise. Here’s how this course is structured to help you get there.Course Format & Delivery Details This is a self-paced, on-demand learning experience designed exclusively for IT professionals, security architects, DevOps engineers, and automation specialists who need to deliver measurable results without disruption to their workflow. Immediate, Lifetime Access
Enroll once and gain permanent online access to all course materials. There are no expiration dates, mandatory deadlines, or seat licenses. Once enrolled, your access never expires - and all future updates are included at no additional cost. On-Demand, Zero Time Commitment
Study at your own pace. The average learner completes the program in 6–8 weeks with just 3–4 hours per week, but you can finish faster or take longer, depending on your schedule. Real results are achievable in as little as two weeks with dedicated focus. 24/7 Global, Mobile-Friendly Learning
Access all content from any device, anywhere in the world. Whether you're in the office, at home, or on a client site, the platform adapts seamlessly to desktops, tablets, and smartphones - no downloads, no plugins. Expert-Led, Real-World Guidance
Receive direct, responsive support from our team of Microsoft-certified architects with over a decade of enterprise deployment experience. Ask technical questions, get feedback on your automation logic, and validate security configurations through dedicated inquiry channels. Certificate of Completion by The Art of Service
Successfully completing the course earns you a globally recognised Certificate of Completion issued by The Art of Service - a credential trusted by thousands of enterprises and professionals worldwide. This certificate validates your mastery of Graph API integration, enterprise automation logic, and security compliance controls. No Hidden Fees, Transparent Pricing
Our pricing is straightforward and one-time. There are no subscriptions, no renewal fees, and no upsells. What you see is exactly what you get - full access to every module, resource, and update. Accepted Payment Methods
We accept Visa, Mastercard, and PayPal - secure, encrypted transactions processed through trusted gateways. 100% Satisfied or Refunded Guarantee
If you complete the first two modules and feel the course doesn’t meet your expectations, we offer a full refund - no questions asked. This removes all risk and puts confidence in your hands. After Enrollment: What to Expect
Upon enrollment, you’ll receive a confirmation email. Once your course materials are prepared, your access details will be sent separately. This ensures a smooth, tested experience for all learners. Will This Work For Me?
Absolutely. Whether you’re a junior administrator looking to transition into automation, a cloud architect designing scalable workflows, or a security analyst building detection rules - this program adapts to your role and experience level. Our learners include: - Enterprise administrators at Fortune 500 companies automating onboarding and offboarding
- Security engineers at regulated financial institutions building compliance automation
- DevOps leads integrating Graph API into CI/CD pipelines for governance-as-code
This works even if you’ve struggled with REST APIs before, lack formal coding experience, or have only used the Microsoft 365 admin center - because every concept is broken down into actionable, role-specific implementation steps. We’ve engineered this learning path to eliminate friction, deliver clarity, and maximise your return on time. You’re not just learning syntax - you’re building your professional leverage.
Module 1: Foundations of Microsoft Graph API - Understanding the Microsoft Graph ecosystem and its role in enterprise integration
- Key differences between Microsoft Graph, Azure AD Graph, and legacy APIs
- Graph API versioning strategy: v1.0 vs. beta and when to use each
- Core components: endpoints, resources, entities, and schema navigation
- Authentication fundamentals: OAuth 2.0, tokens, and consent frameworks
- Registering applications in Azure AD for Graph access
- Configuring API permissions: delegated vs. application permissions
- Understanding consent models: admin consent, user consent, and just-in-time
- Managing multi-tenant application access securely
- Setting up a secure development environment with limited exposure
- Using Graph Explorer for safe, read-only testing and exploration
- Graph throttling policies and best practices for rate limiting
- Understanding error responses: status codes, retry logic, and diagnostics
- Logging and monitoring API usage patterns for compliance
- Identifying dependencies between Graph services and Microsoft 365 apps
Module 2: Authentication and Authorization Deep Dive - Implementing client credentials flow for service-to-service automation
- Using certificate-based authentication for production-grade security
- Implementing username/password flow securely (when unavoidable)
- Acquiring access tokens via MSAL (Microsoft Authentication Library)
- Handling token expiration and refresh mechanisms programmatically
- Securing secrets using Azure Key Vault integration
- Implementing conditional access policies for API access control
- Validating access tokens in custom webhooks and middleware
- Understanding scope vs. role-based access in Graph permissions
- Managing permissions lifecycle: granting, revoking, and auditing
- Designing least-privilege access models for automation accounts
- Using managed identities (system-assigned and user-assigned) for serverless scenarios
- Setting up service principals with role assignments in Azure
- Analysing sign-in logs for automated service account activity
- Hardening API access with risk-based sign-in policies
Module 3: User and Identity Management Automation - Querying user directories with advanced $filter, $select, and $expand
- Creating users programmatically with custom attributes and licensing
- Updating user profiles in bulk using batch requests
- Disabling and soft-deleting users with retention and recovery logic
- Provisioning guest users with time-bound access and role restrictions
- Automating user lifecycle from onboarding to offboarding
- Synchronising on-premises AD users with cloud via Graph triggers
- Managing user extensions and open extensions for custom metadata
- Retrieving user license assignments and service plans
- Automating license reclamation when users leave
- Managing profile photos and directory thumbnails at scale
- Searching for users by department, manager, or custom attributes
- Building role-based access provisioning using manager hierarchies
- Exporting user reports for compliance and HR integration
- Using delta queries to sync only changed users efficiently
Module 4: Group and Team Lifecycle Automation - Creating Microsoft 365 groups with associated Teams and SharePoint
- Automating group membership based on business rules
- Applying naming policies and blocked words programmatically
- Enabling expiration policies for temporary project groups
- Automatically removing inactive members after inactivity thresholds
- Integrating group creation with ticketing systems (ServiceNow, Jira)
- Creating security groups with dynamic membership rules
- Provisioning distribution lists from organisational data sources
- Retrieving team channels, tabs, and apps via Graph
- Backing up Teams content before group deletion
- Monitoring group activity and ownership changes in real time
- Automating group access reviews and remediation actions
- Exporting group audit logs for compliance reporting
- Handling cross-tenant collaboration groups securely
- Integrating with PowerShell for hybrid automation workflows
Module 5: Device and Endpoint Management Integration - Querying Intune-managed devices and their compliance status
- Retrieving device ownership, user assignment, and platform type
- Identifying non-compliant devices using conditional access signals
- Automating device wipe and remote lock via Graph API
- Triggering device compliance actions based on risk events
- Integrating endpoints with security orchestration platforms
- Retrieving BitLocker recovery keys programmatically
- Enrolling devices using bulk enrollment tokens
- Pushing configuration profiles to devices at scale
- Monitoring device health telemetry from Microsoft Endpoint Manager
- Synchronising device inventories with CMDB systems
- Mapping users to their primary devices automatically
- Automating device onboarding into security monitoring tools
- Linking device risk to user access reviews
- Building executive dashboards for endpoint visibility
Module 6: Microsoft Teams and Collaboration Automation - Creating Teams programmatically with predefined templates
- Adding members and owners to Teams in bulk
- Configuring channels, tabs, and apps via API
- Managing messaging policies and retention settings
- Retrieving chat history and meeting transcripts (where permitted)
- Automating guest access provisioning in Teams
- Monitoring Teams usage and adoption metrics
- Backing up Teams content before deletion
- Scheduling recurring meetings with Graph-driven automation
- Enabling and disabling features based on user roles
- Archiving inactive Teams and notifying owners
- Integrating Teams notifications into incident response workflows
- Building custom bots with proactive status alerts
- Applying data loss prevention policies via automation
- Generating compliance reports on Teams guest activity
Module 7: SharePoint and OneDrive Automation - Creating and configuring SharePoint sites programmatically
- Retrieving site usage, storage, and sharing statistics
- Automating document library provisioning with metadata templates
- Managing site permissions and sharing links at scale
- Revoking external sharing links based on risk policies
- Syncing metadata across document libraries using workflows
- Retrieving file version history and delta changes
- Scanning for sensitive content using sensitivity labels
- Triggering flows when files are uploaded or modified
- Automating records management and retention scheduling
- Backing up critical SharePoint content to secondary storage
- Indexing and searching documents using Graph query language
- Integrating with Power Automate for no-code orchestration
- Generating executive reports on collaboration usage
- Mapping document access to employee lifecycle events
Module 8: Email and Calendar Automation with Outlook - Reading and sending emails programmatically with Graph
- Managing mailboxes and delegation settings
- Creating rules to sort, categorise, or forward messages
- Retrieving calendar events and availability for scheduling
- Automating meeting invites with required attendees and resources
- Monitoring inbox rules for suspicious forwarding configurations
- Detecting impersonation attempts via mailbox activity patterns
- Exporting mailbox content for eDiscovery and compliance
- Archiving emails based on retention policies
- Flagging high-risk communications using keyword detection
- Integrating with SIEM tools for real-time alerting
- Building executive briefings from calendar and email data
- Scheduling recurring status update emails automatically
- Creating leave-of-absence auto-replies based on HR data
- Identifying stale mailboxes for decommissioning
Module 9: Security and Threat Detection with Graph - Accessing Microsoft Graph Security API endpoints
- Retrieving security alerts from Microsoft Defender
- Enriching alerts with user, device, and sign-in context
- Filtering and prioritising alerts by severity and risk score
- Integrating with SOAR platforms for response automation
- Automatically assigning alerts to analysts based on rules
- Resolving and dismissing confirmed false positives at scale
- Querying risky sign-ins and user risk levels
- Linking sign-in risk to conditional access policies
- Building custom detection rules using anomaly patterns
- Automating containment actions: revoke sessions, block access
- Retrieving threat intelligence indicators from Graph
- Correlating multiple signals into incident timelines
- Exporting security data for audit and regulatory reporting
- Creating executive dashboards for CISO reporting
Module 10: Compliance and Data Governance Automation - Accessing compliance centre data via Graph (eDiscovery, retention)
- Searching mailboxes and sites for legal hold purposes
- Applying retention labels programmatically
- Scheduling retention policies based on event triggers
- Automating data subject requests (DSAR) under GDPR and CCPA
- Exporting personal data in standard formats for audit
- Managing sensitivity labels across documents and emails
- Detecting unlabeled or misclassified content
- Enforcing encryption and access restrictions via labelling
- Monitoring label adoption and policy effectiveness
- Integrating with Data Loss Prevention (DLP) policies
- Automating inspection of external sharing activities
- Generating compliance scorecards for leadership
- Building audit trails of compliance actions
- Mapping data governance to industry frameworks (ISO, NIST, SOC 2)
Module 11: Advanced Querying and Performance Optimisation - Mastering OData query syntax: $filter, $select, $expand, $orderby
- Chaining multiple query parameters for precision filtering
- Using search queries for full-text discovery across resources
- Handling large result sets with pagination and delta queries
- Optimising request size and reducing round trips
- Implementing caching strategies for repetitive queries
- Combining multiple endpoints using batch requests
- Structuring queries to minimise throttling impact
- Using prefer headers for minimal response payloads
- Debugging malformed queries with Graph Explorer tools
- Benchmarking query performance in different geographies
- Logging and profiling API call durations for improvement
- Designing efficient sync loops for continuous monitoring
- Using SDKs (C#, PowerShell, Python) for cleaner syntax
- Choosing between REST and SDK implementations
Module 12: Building Production-Grade Automation Workflows - Designing idempotent operations for safe retry logic
- Implementing exponential backoff and jitter for error resilience
- Writing structured logging for audit and debugging
- Setting up health checks and monitoring for long-running jobs
- Using Azure Functions for serverless automation
- Scheduling workflows with Azure Logic Apps or Timer Triggers
- Securing automation pipelines with least-privilege service accounts
- Testing failure scenarios: network loss, token expiry, throttling
- Validating input/output payloads to prevent corruption
- Versioning automation scripts for change control
- Documenting workflows for handover and maintenance
- Implementing role-based access to automation controls
- Using configuration files instead of hardcoded values
- Integrating with CI/CD pipelines for deployment automation
- Creating reusable automation templates for common tasks
Module 13: Integration with Azure and Cloud Services - Connecting Graph automation to Azure Event Grid for event-driven workflows
- Reacting to user provisioning events in real time
- Using Azure Monitor to track automation job success rates
- Sending logs to Log Analytics for central analysis
- Alerting on failed automation attempts
- Integrating with Azure Key Vault for secret rotation
- Deploying automation code via Azure DevOps pipelines
- Storing scripts and configurations in private repositories
- Scaling automation with App Service and containerisation
- Using Microsoft Identity Platform for unified authentication
- Building custom dashboards with Power BI and Graph data
- Exporting data to Azure Data Lake for long-term analytics
- Applying role assignments using Azure RBAC in tandem with Graph
- Automating subscription governance across multiple tenants
- Enabling cross-cloud workflows with hybrid identity patterns
Module 14: Real-World Projects and Implementation Scenarios - Automating new hire onboarding across Active Directory, Teams, and email
- Building a termination workflow that revokes access and notifies managers
- Creating a self-service group request portal with approval flows
- Developing an insider threat detection system using sign-in anomalies
- Designing a compliance dashboard for quarterly audits
- Building a sensitive file monitoring system with real-time alerts
- Automating guest access reviews every 90 days
- Creating a CISO report generator from security and compliance APIs
- Implementing automatic license optimisation based on usage
- Building a device compliance dashboard for IT leadership
- Developing a custom PowerShell module for reuse across teams
- Creating a breach response playbook with automated containment
- Integrating HR system changes with access provisioning
- Automating Data Protection Impact Assessments (DPIAs)
- Generating monthly reports on shadow IT adoption
Module 15: Certification Preparation and Next Steps - Reviewing key concepts for the Certificate of Completion assessment
- Completing the final implementation project with feedback
- Documenting your automation portfolio for professional use
- Adding your certification to LinkedIn and professional profiles
- Preparing talking points for performance reviews and promotions
- Accessing the private alumni network of Graph API practitioners
- Receiving templates for executive proposals and funding requests
- Joining monthly technical roundtables for ongoing learning
- Updating your resume with measurable automation outcomes
- Using the certificate to support internal advancement cases
- Exploring advanced paths: Microsoft Certified: Security, Compliance, and Identity
- Integrating Graph skills into cloud architecture design
- Building reusable frameworks for enterprise-wide adoption
- Contributing to internal knowledge bases and training others
- Continuously tracking updates via official Graph changelogs
- Understanding the Microsoft Graph ecosystem and its role in enterprise integration
- Key differences between Microsoft Graph, Azure AD Graph, and legacy APIs
- Graph API versioning strategy: v1.0 vs. beta and when to use each
- Core components: endpoints, resources, entities, and schema navigation
- Authentication fundamentals: OAuth 2.0, tokens, and consent frameworks
- Registering applications in Azure AD for Graph access
- Configuring API permissions: delegated vs. application permissions
- Understanding consent models: admin consent, user consent, and just-in-time
- Managing multi-tenant application access securely
- Setting up a secure development environment with limited exposure
- Using Graph Explorer for safe, read-only testing and exploration
- Graph throttling policies and best practices for rate limiting
- Understanding error responses: status codes, retry logic, and diagnostics
- Logging and monitoring API usage patterns for compliance
- Identifying dependencies between Graph services and Microsoft 365 apps
Module 2: Authentication and Authorization Deep Dive - Implementing client credentials flow for service-to-service automation
- Using certificate-based authentication for production-grade security
- Implementing username/password flow securely (when unavoidable)
- Acquiring access tokens via MSAL (Microsoft Authentication Library)
- Handling token expiration and refresh mechanisms programmatically
- Securing secrets using Azure Key Vault integration
- Implementing conditional access policies for API access control
- Validating access tokens in custom webhooks and middleware
- Understanding scope vs. role-based access in Graph permissions
- Managing permissions lifecycle: granting, revoking, and auditing
- Designing least-privilege access models for automation accounts
- Using managed identities (system-assigned and user-assigned) for serverless scenarios
- Setting up service principals with role assignments in Azure
- Analysing sign-in logs for automated service account activity
- Hardening API access with risk-based sign-in policies
Module 3: User and Identity Management Automation - Querying user directories with advanced $filter, $select, and $expand
- Creating users programmatically with custom attributes and licensing
- Updating user profiles in bulk using batch requests
- Disabling and soft-deleting users with retention and recovery logic
- Provisioning guest users with time-bound access and role restrictions
- Automating user lifecycle from onboarding to offboarding
- Synchronising on-premises AD users with cloud via Graph triggers
- Managing user extensions and open extensions for custom metadata
- Retrieving user license assignments and service plans
- Automating license reclamation when users leave
- Managing profile photos and directory thumbnails at scale
- Searching for users by department, manager, or custom attributes
- Building role-based access provisioning using manager hierarchies
- Exporting user reports for compliance and HR integration
- Using delta queries to sync only changed users efficiently
Module 4: Group and Team Lifecycle Automation - Creating Microsoft 365 groups with associated Teams and SharePoint
- Automating group membership based on business rules
- Applying naming policies and blocked words programmatically
- Enabling expiration policies for temporary project groups
- Automatically removing inactive members after inactivity thresholds
- Integrating group creation with ticketing systems (ServiceNow, Jira)
- Creating security groups with dynamic membership rules
- Provisioning distribution lists from organisational data sources
- Retrieving team channels, tabs, and apps via Graph
- Backing up Teams content before group deletion
- Monitoring group activity and ownership changes in real time
- Automating group access reviews and remediation actions
- Exporting group audit logs for compliance reporting
- Handling cross-tenant collaboration groups securely
- Integrating with PowerShell for hybrid automation workflows
Module 5: Device and Endpoint Management Integration - Querying Intune-managed devices and their compliance status
- Retrieving device ownership, user assignment, and platform type
- Identifying non-compliant devices using conditional access signals
- Automating device wipe and remote lock via Graph API
- Triggering device compliance actions based on risk events
- Integrating endpoints with security orchestration platforms
- Retrieving BitLocker recovery keys programmatically
- Enrolling devices using bulk enrollment tokens
- Pushing configuration profiles to devices at scale
- Monitoring device health telemetry from Microsoft Endpoint Manager
- Synchronising device inventories with CMDB systems
- Mapping users to their primary devices automatically
- Automating device onboarding into security monitoring tools
- Linking device risk to user access reviews
- Building executive dashboards for endpoint visibility
Module 6: Microsoft Teams and Collaboration Automation - Creating Teams programmatically with predefined templates
- Adding members and owners to Teams in bulk
- Configuring channels, tabs, and apps via API
- Managing messaging policies and retention settings
- Retrieving chat history and meeting transcripts (where permitted)
- Automating guest access provisioning in Teams
- Monitoring Teams usage and adoption metrics
- Backing up Teams content before deletion
- Scheduling recurring meetings with Graph-driven automation
- Enabling and disabling features based on user roles
- Archiving inactive Teams and notifying owners
- Integrating Teams notifications into incident response workflows
- Building custom bots with proactive status alerts
- Applying data loss prevention policies via automation
- Generating compliance reports on Teams guest activity
Module 7: SharePoint and OneDrive Automation - Creating and configuring SharePoint sites programmatically
- Retrieving site usage, storage, and sharing statistics
- Automating document library provisioning with metadata templates
- Managing site permissions and sharing links at scale
- Revoking external sharing links based on risk policies
- Syncing metadata across document libraries using workflows
- Retrieving file version history and delta changes
- Scanning for sensitive content using sensitivity labels
- Triggering flows when files are uploaded or modified
- Automating records management and retention scheduling
- Backing up critical SharePoint content to secondary storage
- Indexing and searching documents using Graph query language
- Integrating with Power Automate for no-code orchestration
- Generating executive reports on collaboration usage
- Mapping document access to employee lifecycle events
Module 8: Email and Calendar Automation with Outlook - Reading and sending emails programmatically with Graph
- Managing mailboxes and delegation settings
- Creating rules to sort, categorise, or forward messages
- Retrieving calendar events and availability for scheduling
- Automating meeting invites with required attendees and resources
- Monitoring inbox rules for suspicious forwarding configurations
- Detecting impersonation attempts via mailbox activity patterns
- Exporting mailbox content for eDiscovery and compliance
- Archiving emails based on retention policies
- Flagging high-risk communications using keyword detection
- Integrating with SIEM tools for real-time alerting
- Building executive briefings from calendar and email data
- Scheduling recurring status update emails automatically
- Creating leave-of-absence auto-replies based on HR data
- Identifying stale mailboxes for decommissioning
Module 9: Security and Threat Detection with Graph - Accessing Microsoft Graph Security API endpoints
- Retrieving security alerts from Microsoft Defender
- Enriching alerts with user, device, and sign-in context
- Filtering and prioritising alerts by severity and risk score
- Integrating with SOAR platforms for response automation
- Automatically assigning alerts to analysts based on rules
- Resolving and dismissing confirmed false positives at scale
- Querying risky sign-ins and user risk levels
- Linking sign-in risk to conditional access policies
- Building custom detection rules using anomaly patterns
- Automating containment actions: revoke sessions, block access
- Retrieving threat intelligence indicators from Graph
- Correlating multiple signals into incident timelines
- Exporting security data for audit and regulatory reporting
- Creating executive dashboards for CISO reporting
Module 10: Compliance and Data Governance Automation - Accessing compliance centre data via Graph (eDiscovery, retention)
- Searching mailboxes and sites for legal hold purposes
- Applying retention labels programmatically
- Scheduling retention policies based on event triggers
- Automating data subject requests (DSAR) under GDPR and CCPA
- Exporting personal data in standard formats for audit
- Managing sensitivity labels across documents and emails
- Detecting unlabeled or misclassified content
- Enforcing encryption and access restrictions via labelling
- Monitoring label adoption and policy effectiveness
- Integrating with Data Loss Prevention (DLP) policies
- Automating inspection of external sharing activities
- Generating compliance scorecards for leadership
- Building audit trails of compliance actions
- Mapping data governance to industry frameworks (ISO, NIST, SOC 2)
Module 11: Advanced Querying and Performance Optimisation - Mastering OData query syntax: $filter, $select, $expand, $orderby
- Chaining multiple query parameters for precision filtering
- Using search queries for full-text discovery across resources
- Handling large result sets with pagination and delta queries
- Optimising request size and reducing round trips
- Implementing caching strategies for repetitive queries
- Combining multiple endpoints using batch requests
- Structuring queries to minimise throttling impact
- Using prefer headers for minimal response payloads
- Debugging malformed queries with Graph Explorer tools
- Benchmarking query performance in different geographies
- Logging and profiling API call durations for improvement
- Designing efficient sync loops for continuous monitoring
- Using SDKs (C#, PowerShell, Python) for cleaner syntax
- Choosing between REST and SDK implementations
Module 12: Building Production-Grade Automation Workflows - Designing idempotent operations for safe retry logic
- Implementing exponential backoff and jitter for error resilience
- Writing structured logging for audit and debugging
- Setting up health checks and monitoring for long-running jobs
- Using Azure Functions for serverless automation
- Scheduling workflows with Azure Logic Apps or Timer Triggers
- Securing automation pipelines with least-privilege service accounts
- Testing failure scenarios: network loss, token expiry, throttling
- Validating input/output payloads to prevent corruption
- Versioning automation scripts for change control
- Documenting workflows for handover and maintenance
- Implementing role-based access to automation controls
- Using configuration files instead of hardcoded values
- Integrating with CI/CD pipelines for deployment automation
- Creating reusable automation templates for common tasks
Module 13: Integration with Azure and Cloud Services - Connecting Graph automation to Azure Event Grid for event-driven workflows
- Reacting to user provisioning events in real time
- Using Azure Monitor to track automation job success rates
- Sending logs to Log Analytics for central analysis
- Alerting on failed automation attempts
- Integrating with Azure Key Vault for secret rotation
- Deploying automation code via Azure DevOps pipelines
- Storing scripts and configurations in private repositories
- Scaling automation with App Service and containerisation
- Using Microsoft Identity Platform for unified authentication
- Building custom dashboards with Power BI and Graph data
- Exporting data to Azure Data Lake for long-term analytics
- Applying role assignments using Azure RBAC in tandem with Graph
- Automating subscription governance across multiple tenants
- Enabling cross-cloud workflows with hybrid identity patterns
Module 14: Real-World Projects and Implementation Scenarios - Automating new hire onboarding across Active Directory, Teams, and email
- Building a termination workflow that revokes access and notifies managers
- Creating a self-service group request portal with approval flows
- Developing an insider threat detection system using sign-in anomalies
- Designing a compliance dashboard for quarterly audits
- Building a sensitive file monitoring system with real-time alerts
- Automating guest access reviews every 90 days
- Creating a CISO report generator from security and compliance APIs
- Implementing automatic license optimisation based on usage
- Building a device compliance dashboard for IT leadership
- Developing a custom PowerShell module for reuse across teams
- Creating a breach response playbook with automated containment
- Integrating HR system changes with access provisioning
- Automating Data Protection Impact Assessments (DPIAs)
- Generating monthly reports on shadow IT adoption
Module 15: Certification Preparation and Next Steps - Reviewing key concepts for the Certificate of Completion assessment
- Completing the final implementation project with feedback
- Documenting your automation portfolio for professional use
- Adding your certification to LinkedIn and professional profiles
- Preparing talking points for performance reviews and promotions
- Accessing the private alumni network of Graph API practitioners
- Receiving templates for executive proposals and funding requests
- Joining monthly technical roundtables for ongoing learning
- Updating your resume with measurable automation outcomes
- Using the certificate to support internal advancement cases
- Exploring advanced paths: Microsoft Certified: Security, Compliance, and Identity
- Integrating Graph skills into cloud architecture design
- Building reusable frameworks for enterprise-wide adoption
- Contributing to internal knowledge bases and training others
- Continuously tracking updates via official Graph changelogs
- Querying user directories with advanced $filter, $select, and $expand
- Creating users programmatically with custom attributes and licensing
- Updating user profiles in bulk using batch requests
- Disabling and soft-deleting users with retention and recovery logic
- Provisioning guest users with time-bound access and role restrictions
- Automating user lifecycle from onboarding to offboarding
- Synchronising on-premises AD users with cloud via Graph triggers
- Managing user extensions and open extensions for custom metadata
- Retrieving user license assignments and service plans
- Automating license reclamation when users leave
- Managing profile photos and directory thumbnails at scale
- Searching for users by department, manager, or custom attributes
- Building role-based access provisioning using manager hierarchies
- Exporting user reports for compliance and HR integration
- Using delta queries to sync only changed users efficiently
Module 4: Group and Team Lifecycle Automation - Creating Microsoft 365 groups with associated Teams and SharePoint
- Automating group membership based on business rules
- Applying naming policies and blocked words programmatically
- Enabling expiration policies for temporary project groups
- Automatically removing inactive members after inactivity thresholds
- Integrating group creation with ticketing systems (ServiceNow, Jira)
- Creating security groups with dynamic membership rules
- Provisioning distribution lists from organisational data sources
- Retrieving team channels, tabs, and apps via Graph
- Backing up Teams content before group deletion
- Monitoring group activity and ownership changes in real time
- Automating group access reviews and remediation actions
- Exporting group audit logs for compliance reporting
- Handling cross-tenant collaboration groups securely
- Integrating with PowerShell for hybrid automation workflows
Module 5: Device and Endpoint Management Integration - Querying Intune-managed devices and their compliance status
- Retrieving device ownership, user assignment, and platform type
- Identifying non-compliant devices using conditional access signals
- Automating device wipe and remote lock via Graph API
- Triggering device compliance actions based on risk events
- Integrating endpoints with security orchestration platforms
- Retrieving BitLocker recovery keys programmatically
- Enrolling devices using bulk enrollment tokens
- Pushing configuration profiles to devices at scale
- Monitoring device health telemetry from Microsoft Endpoint Manager
- Synchronising device inventories with CMDB systems
- Mapping users to their primary devices automatically
- Automating device onboarding into security monitoring tools
- Linking device risk to user access reviews
- Building executive dashboards for endpoint visibility
Module 6: Microsoft Teams and Collaboration Automation - Creating Teams programmatically with predefined templates
- Adding members and owners to Teams in bulk
- Configuring channels, tabs, and apps via API
- Managing messaging policies and retention settings
- Retrieving chat history and meeting transcripts (where permitted)
- Automating guest access provisioning in Teams
- Monitoring Teams usage and adoption metrics
- Backing up Teams content before deletion
- Scheduling recurring meetings with Graph-driven automation
- Enabling and disabling features based on user roles
- Archiving inactive Teams and notifying owners
- Integrating Teams notifications into incident response workflows
- Building custom bots with proactive status alerts
- Applying data loss prevention policies via automation
- Generating compliance reports on Teams guest activity
Module 7: SharePoint and OneDrive Automation - Creating and configuring SharePoint sites programmatically
- Retrieving site usage, storage, and sharing statistics
- Automating document library provisioning with metadata templates
- Managing site permissions and sharing links at scale
- Revoking external sharing links based on risk policies
- Syncing metadata across document libraries using workflows
- Retrieving file version history and delta changes
- Scanning for sensitive content using sensitivity labels
- Triggering flows when files are uploaded or modified
- Automating records management and retention scheduling
- Backing up critical SharePoint content to secondary storage
- Indexing and searching documents using Graph query language
- Integrating with Power Automate for no-code orchestration
- Generating executive reports on collaboration usage
- Mapping document access to employee lifecycle events
Module 8: Email and Calendar Automation with Outlook - Reading and sending emails programmatically with Graph
- Managing mailboxes and delegation settings
- Creating rules to sort, categorise, or forward messages
- Retrieving calendar events and availability for scheduling
- Automating meeting invites with required attendees and resources
- Monitoring inbox rules for suspicious forwarding configurations
- Detecting impersonation attempts via mailbox activity patterns
- Exporting mailbox content for eDiscovery and compliance
- Archiving emails based on retention policies
- Flagging high-risk communications using keyword detection
- Integrating with SIEM tools for real-time alerting
- Building executive briefings from calendar and email data
- Scheduling recurring status update emails automatically
- Creating leave-of-absence auto-replies based on HR data
- Identifying stale mailboxes for decommissioning
Module 9: Security and Threat Detection with Graph - Accessing Microsoft Graph Security API endpoints
- Retrieving security alerts from Microsoft Defender
- Enriching alerts with user, device, and sign-in context
- Filtering and prioritising alerts by severity and risk score
- Integrating with SOAR platforms for response automation
- Automatically assigning alerts to analysts based on rules
- Resolving and dismissing confirmed false positives at scale
- Querying risky sign-ins and user risk levels
- Linking sign-in risk to conditional access policies
- Building custom detection rules using anomaly patterns
- Automating containment actions: revoke sessions, block access
- Retrieving threat intelligence indicators from Graph
- Correlating multiple signals into incident timelines
- Exporting security data for audit and regulatory reporting
- Creating executive dashboards for CISO reporting
Module 10: Compliance and Data Governance Automation - Accessing compliance centre data via Graph (eDiscovery, retention)
- Searching mailboxes and sites for legal hold purposes
- Applying retention labels programmatically
- Scheduling retention policies based on event triggers
- Automating data subject requests (DSAR) under GDPR and CCPA
- Exporting personal data in standard formats for audit
- Managing sensitivity labels across documents and emails
- Detecting unlabeled or misclassified content
- Enforcing encryption and access restrictions via labelling
- Monitoring label adoption and policy effectiveness
- Integrating with Data Loss Prevention (DLP) policies
- Automating inspection of external sharing activities
- Generating compliance scorecards for leadership
- Building audit trails of compliance actions
- Mapping data governance to industry frameworks (ISO, NIST, SOC 2)
Module 11: Advanced Querying and Performance Optimisation - Mastering OData query syntax: $filter, $select, $expand, $orderby
- Chaining multiple query parameters for precision filtering
- Using search queries for full-text discovery across resources
- Handling large result sets with pagination and delta queries
- Optimising request size and reducing round trips
- Implementing caching strategies for repetitive queries
- Combining multiple endpoints using batch requests
- Structuring queries to minimise throttling impact
- Using prefer headers for minimal response payloads
- Debugging malformed queries with Graph Explorer tools
- Benchmarking query performance in different geographies
- Logging and profiling API call durations for improvement
- Designing efficient sync loops for continuous monitoring
- Using SDKs (C#, PowerShell, Python) for cleaner syntax
- Choosing between REST and SDK implementations
Module 12: Building Production-Grade Automation Workflows - Designing idempotent operations for safe retry logic
- Implementing exponential backoff and jitter for error resilience
- Writing structured logging for audit and debugging
- Setting up health checks and monitoring for long-running jobs
- Using Azure Functions for serverless automation
- Scheduling workflows with Azure Logic Apps or Timer Triggers
- Securing automation pipelines with least-privilege service accounts
- Testing failure scenarios: network loss, token expiry, throttling
- Validating input/output payloads to prevent corruption
- Versioning automation scripts for change control
- Documenting workflows for handover and maintenance
- Implementing role-based access to automation controls
- Using configuration files instead of hardcoded values
- Integrating with CI/CD pipelines for deployment automation
- Creating reusable automation templates for common tasks
Module 13: Integration with Azure and Cloud Services - Connecting Graph automation to Azure Event Grid for event-driven workflows
- Reacting to user provisioning events in real time
- Using Azure Monitor to track automation job success rates
- Sending logs to Log Analytics for central analysis
- Alerting on failed automation attempts
- Integrating with Azure Key Vault for secret rotation
- Deploying automation code via Azure DevOps pipelines
- Storing scripts and configurations in private repositories
- Scaling automation with App Service and containerisation
- Using Microsoft Identity Platform for unified authentication
- Building custom dashboards with Power BI and Graph data
- Exporting data to Azure Data Lake for long-term analytics
- Applying role assignments using Azure RBAC in tandem with Graph
- Automating subscription governance across multiple tenants
- Enabling cross-cloud workflows with hybrid identity patterns
Module 14: Real-World Projects and Implementation Scenarios - Automating new hire onboarding across Active Directory, Teams, and email
- Building a termination workflow that revokes access and notifies managers
- Creating a self-service group request portal with approval flows
- Developing an insider threat detection system using sign-in anomalies
- Designing a compliance dashboard for quarterly audits
- Building a sensitive file monitoring system with real-time alerts
- Automating guest access reviews every 90 days
- Creating a CISO report generator from security and compliance APIs
- Implementing automatic license optimisation based on usage
- Building a device compliance dashboard for IT leadership
- Developing a custom PowerShell module for reuse across teams
- Creating a breach response playbook with automated containment
- Integrating HR system changes with access provisioning
- Automating Data Protection Impact Assessments (DPIAs)
- Generating monthly reports on shadow IT adoption
Module 15: Certification Preparation and Next Steps - Reviewing key concepts for the Certificate of Completion assessment
- Completing the final implementation project with feedback
- Documenting your automation portfolio for professional use
- Adding your certification to LinkedIn and professional profiles
- Preparing talking points for performance reviews and promotions
- Accessing the private alumni network of Graph API practitioners
- Receiving templates for executive proposals and funding requests
- Joining monthly technical roundtables for ongoing learning
- Updating your resume with measurable automation outcomes
- Using the certificate to support internal advancement cases
- Exploring advanced paths: Microsoft Certified: Security, Compliance, and Identity
- Integrating Graph skills into cloud architecture design
- Building reusable frameworks for enterprise-wide adoption
- Contributing to internal knowledge bases and training others
- Continuously tracking updates via official Graph changelogs
- Querying Intune-managed devices and their compliance status
- Retrieving device ownership, user assignment, and platform type
- Identifying non-compliant devices using conditional access signals
- Automating device wipe and remote lock via Graph API
- Triggering device compliance actions based on risk events
- Integrating endpoints with security orchestration platforms
- Retrieving BitLocker recovery keys programmatically
- Enrolling devices using bulk enrollment tokens
- Pushing configuration profiles to devices at scale
- Monitoring device health telemetry from Microsoft Endpoint Manager
- Synchronising device inventories with CMDB systems
- Mapping users to their primary devices automatically
- Automating device onboarding into security monitoring tools
- Linking device risk to user access reviews
- Building executive dashboards for endpoint visibility
Module 6: Microsoft Teams and Collaboration Automation - Creating Teams programmatically with predefined templates
- Adding members and owners to Teams in bulk
- Configuring channels, tabs, and apps via API
- Managing messaging policies and retention settings
- Retrieving chat history and meeting transcripts (where permitted)
- Automating guest access provisioning in Teams
- Monitoring Teams usage and adoption metrics
- Backing up Teams content before deletion
- Scheduling recurring meetings with Graph-driven automation
- Enabling and disabling features based on user roles
- Archiving inactive Teams and notifying owners
- Integrating Teams notifications into incident response workflows
- Building custom bots with proactive status alerts
- Applying data loss prevention policies via automation
- Generating compliance reports on Teams guest activity
Module 7: SharePoint and OneDrive Automation - Creating and configuring SharePoint sites programmatically
- Retrieving site usage, storage, and sharing statistics
- Automating document library provisioning with metadata templates
- Managing site permissions and sharing links at scale
- Revoking external sharing links based on risk policies
- Syncing metadata across document libraries using workflows
- Retrieving file version history and delta changes
- Scanning for sensitive content using sensitivity labels
- Triggering flows when files are uploaded or modified
- Automating records management and retention scheduling
- Backing up critical SharePoint content to secondary storage
- Indexing and searching documents using Graph query language
- Integrating with Power Automate for no-code orchestration
- Generating executive reports on collaboration usage
- Mapping document access to employee lifecycle events
Module 8: Email and Calendar Automation with Outlook - Reading and sending emails programmatically with Graph
- Managing mailboxes and delegation settings
- Creating rules to sort, categorise, or forward messages
- Retrieving calendar events and availability for scheduling
- Automating meeting invites with required attendees and resources
- Monitoring inbox rules for suspicious forwarding configurations
- Detecting impersonation attempts via mailbox activity patterns
- Exporting mailbox content for eDiscovery and compliance
- Archiving emails based on retention policies
- Flagging high-risk communications using keyword detection
- Integrating with SIEM tools for real-time alerting
- Building executive briefings from calendar and email data
- Scheduling recurring status update emails automatically
- Creating leave-of-absence auto-replies based on HR data
- Identifying stale mailboxes for decommissioning
Module 9: Security and Threat Detection with Graph - Accessing Microsoft Graph Security API endpoints
- Retrieving security alerts from Microsoft Defender
- Enriching alerts with user, device, and sign-in context
- Filtering and prioritising alerts by severity and risk score
- Integrating with SOAR platforms for response automation
- Automatically assigning alerts to analysts based on rules
- Resolving and dismissing confirmed false positives at scale
- Querying risky sign-ins and user risk levels
- Linking sign-in risk to conditional access policies
- Building custom detection rules using anomaly patterns
- Automating containment actions: revoke sessions, block access
- Retrieving threat intelligence indicators from Graph
- Correlating multiple signals into incident timelines
- Exporting security data for audit and regulatory reporting
- Creating executive dashboards for CISO reporting
Module 10: Compliance and Data Governance Automation - Accessing compliance centre data via Graph (eDiscovery, retention)
- Searching mailboxes and sites for legal hold purposes
- Applying retention labels programmatically
- Scheduling retention policies based on event triggers
- Automating data subject requests (DSAR) under GDPR and CCPA
- Exporting personal data in standard formats for audit
- Managing sensitivity labels across documents and emails
- Detecting unlabeled or misclassified content
- Enforcing encryption and access restrictions via labelling
- Monitoring label adoption and policy effectiveness
- Integrating with Data Loss Prevention (DLP) policies
- Automating inspection of external sharing activities
- Generating compliance scorecards for leadership
- Building audit trails of compliance actions
- Mapping data governance to industry frameworks (ISO, NIST, SOC 2)
Module 11: Advanced Querying and Performance Optimisation - Mastering OData query syntax: $filter, $select, $expand, $orderby
- Chaining multiple query parameters for precision filtering
- Using search queries for full-text discovery across resources
- Handling large result sets with pagination and delta queries
- Optimising request size and reducing round trips
- Implementing caching strategies for repetitive queries
- Combining multiple endpoints using batch requests
- Structuring queries to minimise throttling impact
- Using prefer headers for minimal response payloads
- Debugging malformed queries with Graph Explorer tools
- Benchmarking query performance in different geographies
- Logging and profiling API call durations for improvement
- Designing efficient sync loops for continuous monitoring
- Using SDKs (C#, PowerShell, Python) for cleaner syntax
- Choosing between REST and SDK implementations
Module 12: Building Production-Grade Automation Workflows - Designing idempotent operations for safe retry logic
- Implementing exponential backoff and jitter for error resilience
- Writing structured logging for audit and debugging
- Setting up health checks and monitoring for long-running jobs
- Using Azure Functions for serverless automation
- Scheduling workflows with Azure Logic Apps or Timer Triggers
- Securing automation pipelines with least-privilege service accounts
- Testing failure scenarios: network loss, token expiry, throttling
- Validating input/output payloads to prevent corruption
- Versioning automation scripts for change control
- Documenting workflows for handover and maintenance
- Implementing role-based access to automation controls
- Using configuration files instead of hardcoded values
- Integrating with CI/CD pipelines for deployment automation
- Creating reusable automation templates for common tasks
Module 13: Integration with Azure and Cloud Services - Connecting Graph automation to Azure Event Grid for event-driven workflows
- Reacting to user provisioning events in real time
- Using Azure Monitor to track automation job success rates
- Sending logs to Log Analytics for central analysis
- Alerting on failed automation attempts
- Integrating with Azure Key Vault for secret rotation
- Deploying automation code via Azure DevOps pipelines
- Storing scripts and configurations in private repositories
- Scaling automation with App Service and containerisation
- Using Microsoft Identity Platform for unified authentication
- Building custom dashboards with Power BI and Graph data
- Exporting data to Azure Data Lake for long-term analytics
- Applying role assignments using Azure RBAC in tandem with Graph
- Automating subscription governance across multiple tenants
- Enabling cross-cloud workflows with hybrid identity patterns
Module 14: Real-World Projects and Implementation Scenarios - Automating new hire onboarding across Active Directory, Teams, and email
- Building a termination workflow that revokes access and notifies managers
- Creating a self-service group request portal with approval flows
- Developing an insider threat detection system using sign-in anomalies
- Designing a compliance dashboard for quarterly audits
- Building a sensitive file monitoring system with real-time alerts
- Automating guest access reviews every 90 days
- Creating a CISO report generator from security and compliance APIs
- Implementing automatic license optimisation based on usage
- Building a device compliance dashboard for IT leadership
- Developing a custom PowerShell module for reuse across teams
- Creating a breach response playbook with automated containment
- Integrating HR system changes with access provisioning
- Automating Data Protection Impact Assessments (DPIAs)
- Generating monthly reports on shadow IT adoption
Module 15: Certification Preparation and Next Steps - Reviewing key concepts for the Certificate of Completion assessment
- Completing the final implementation project with feedback
- Documenting your automation portfolio for professional use
- Adding your certification to LinkedIn and professional profiles
- Preparing talking points for performance reviews and promotions
- Accessing the private alumni network of Graph API practitioners
- Receiving templates for executive proposals and funding requests
- Joining monthly technical roundtables for ongoing learning
- Updating your resume with measurable automation outcomes
- Using the certificate to support internal advancement cases
- Exploring advanced paths: Microsoft Certified: Security, Compliance, and Identity
- Integrating Graph skills into cloud architecture design
- Building reusable frameworks for enterprise-wide adoption
- Contributing to internal knowledge bases and training others
- Continuously tracking updates via official Graph changelogs
- Creating and configuring SharePoint sites programmatically
- Retrieving site usage, storage, and sharing statistics
- Automating document library provisioning with metadata templates
- Managing site permissions and sharing links at scale
- Revoking external sharing links based on risk policies
- Syncing metadata across document libraries using workflows
- Retrieving file version history and delta changes
- Scanning for sensitive content using sensitivity labels
- Triggering flows when files are uploaded or modified
- Automating records management and retention scheduling
- Backing up critical SharePoint content to secondary storage
- Indexing and searching documents using Graph query language
- Integrating with Power Automate for no-code orchestration
- Generating executive reports on collaboration usage
- Mapping document access to employee lifecycle events
Module 8: Email and Calendar Automation with Outlook - Reading and sending emails programmatically with Graph
- Managing mailboxes and delegation settings
- Creating rules to sort, categorise, or forward messages
- Retrieving calendar events and availability for scheduling
- Automating meeting invites with required attendees and resources
- Monitoring inbox rules for suspicious forwarding configurations
- Detecting impersonation attempts via mailbox activity patterns
- Exporting mailbox content for eDiscovery and compliance
- Archiving emails based on retention policies
- Flagging high-risk communications using keyword detection
- Integrating with SIEM tools for real-time alerting
- Building executive briefings from calendar and email data
- Scheduling recurring status update emails automatically
- Creating leave-of-absence auto-replies based on HR data
- Identifying stale mailboxes for decommissioning
Module 9: Security and Threat Detection with Graph - Accessing Microsoft Graph Security API endpoints
- Retrieving security alerts from Microsoft Defender
- Enriching alerts with user, device, and sign-in context
- Filtering and prioritising alerts by severity and risk score
- Integrating with SOAR platforms for response automation
- Automatically assigning alerts to analysts based on rules
- Resolving and dismissing confirmed false positives at scale
- Querying risky sign-ins and user risk levels
- Linking sign-in risk to conditional access policies
- Building custom detection rules using anomaly patterns
- Automating containment actions: revoke sessions, block access
- Retrieving threat intelligence indicators from Graph
- Correlating multiple signals into incident timelines
- Exporting security data for audit and regulatory reporting
- Creating executive dashboards for CISO reporting
Module 10: Compliance and Data Governance Automation - Accessing compliance centre data via Graph (eDiscovery, retention)
- Searching mailboxes and sites for legal hold purposes
- Applying retention labels programmatically
- Scheduling retention policies based on event triggers
- Automating data subject requests (DSAR) under GDPR and CCPA
- Exporting personal data in standard formats for audit
- Managing sensitivity labels across documents and emails
- Detecting unlabeled or misclassified content
- Enforcing encryption and access restrictions via labelling
- Monitoring label adoption and policy effectiveness
- Integrating with Data Loss Prevention (DLP) policies
- Automating inspection of external sharing activities
- Generating compliance scorecards for leadership
- Building audit trails of compliance actions
- Mapping data governance to industry frameworks (ISO, NIST, SOC 2)
Module 11: Advanced Querying and Performance Optimisation - Mastering OData query syntax: $filter, $select, $expand, $orderby
- Chaining multiple query parameters for precision filtering
- Using search queries for full-text discovery across resources
- Handling large result sets with pagination and delta queries
- Optimising request size and reducing round trips
- Implementing caching strategies for repetitive queries
- Combining multiple endpoints using batch requests
- Structuring queries to minimise throttling impact
- Using prefer headers for minimal response payloads
- Debugging malformed queries with Graph Explorer tools
- Benchmarking query performance in different geographies
- Logging and profiling API call durations for improvement
- Designing efficient sync loops for continuous monitoring
- Using SDKs (C#, PowerShell, Python) for cleaner syntax
- Choosing between REST and SDK implementations
Module 12: Building Production-Grade Automation Workflows - Designing idempotent operations for safe retry logic
- Implementing exponential backoff and jitter for error resilience
- Writing structured logging for audit and debugging
- Setting up health checks and monitoring for long-running jobs
- Using Azure Functions for serverless automation
- Scheduling workflows with Azure Logic Apps or Timer Triggers
- Securing automation pipelines with least-privilege service accounts
- Testing failure scenarios: network loss, token expiry, throttling
- Validating input/output payloads to prevent corruption
- Versioning automation scripts for change control
- Documenting workflows for handover and maintenance
- Implementing role-based access to automation controls
- Using configuration files instead of hardcoded values
- Integrating with CI/CD pipelines for deployment automation
- Creating reusable automation templates for common tasks
Module 13: Integration with Azure and Cloud Services - Connecting Graph automation to Azure Event Grid for event-driven workflows
- Reacting to user provisioning events in real time
- Using Azure Monitor to track automation job success rates
- Sending logs to Log Analytics for central analysis
- Alerting on failed automation attempts
- Integrating with Azure Key Vault for secret rotation
- Deploying automation code via Azure DevOps pipelines
- Storing scripts and configurations in private repositories
- Scaling automation with App Service and containerisation
- Using Microsoft Identity Platform for unified authentication
- Building custom dashboards with Power BI and Graph data
- Exporting data to Azure Data Lake for long-term analytics
- Applying role assignments using Azure RBAC in tandem with Graph
- Automating subscription governance across multiple tenants
- Enabling cross-cloud workflows with hybrid identity patterns
Module 14: Real-World Projects and Implementation Scenarios - Automating new hire onboarding across Active Directory, Teams, and email
- Building a termination workflow that revokes access and notifies managers
- Creating a self-service group request portal with approval flows
- Developing an insider threat detection system using sign-in anomalies
- Designing a compliance dashboard for quarterly audits
- Building a sensitive file monitoring system with real-time alerts
- Automating guest access reviews every 90 days
- Creating a CISO report generator from security and compliance APIs
- Implementing automatic license optimisation based on usage
- Building a device compliance dashboard for IT leadership
- Developing a custom PowerShell module for reuse across teams
- Creating a breach response playbook with automated containment
- Integrating HR system changes with access provisioning
- Automating Data Protection Impact Assessments (DPIAs)
- Generating monthly reports on shadow IT adoption
Module 15: Certification Preparation and Next Steps - Reviewing key concepts for the Certificate of Completion assessment
- Completing the final implementation project with feedback
- Documenting your automation portfolio for professional use
- Adding your certification to LinkedIn and professional profiles
- Preparing talking points for performance reviews and promotions
- Accessing the private alumni network of Graph API practitioners
- Receiving templates for executive proposals and funding requests
- Joining monthly technical roundtables for ongoing learning
- Updating your resume with measurable automation outcomes
- Using the certificate to support internal advancement cases
- Exploring advanced paths: Microsoft Certified: Security, Compliance, and Identity
- Integrating Graph skills into cloud architecture design
- Building reusable frameworks for enterprise-wide adoption
- Contributing to internal knowledge bases and training others
- Continuously tracking updates via official Graph changelogs
- Accessing Microsoft Graph Security API endpoints
- Retrieving security alerts from Microsoft Defender
- Enriching alerts with user, device, and sign-in context
- Filtering and prioritising alerts by severity and risk score
- Integrating with SOAR platforms for response automation
- Automatically assigning alerts to analysts based on rules
- Resolving and dismissing confirmed false positives at scale
- Querying risky sign-ins and user risk levels
- Linking sign-in risk to conditional access policies
- Building custom detection rules using anomaly patterns
- Automating containment actions: revoke sessions, block access
- Retrieving threat intelligence indicators from Graph
- Correlating multiple signals into incident timelines
- Exporting security data for audit and regulatory reporting
- Creating executive dashboards for CISO reporting
Module 10: Compliance and Data Governance Automation - Accessing compliance centre data via Graph (eDiscovery, retention)
- Searching mailboxes and sites for legal hold purposes
- Applying retention labels programmatically
- Scheduling retention policies based on event triggers
- Automating data subject requests (DSAR) under GDPR and CCPA
- Exporting personal data in standard formats for audit
- Managing sensitivity labels across documents and emails
- Detecting unlabeled or misclassified content
- Enforcing encryption and access restrictions via labelling
- Monitoring label adoption and policy effectiveness
- Integrating with Data Loss Prevention (DLP) policies
- Automating inspection of external sharing activities
- Generating compliance scorecards for leadership
- Building audit trails of compliance actions
- Mapping data governance to industry frameworks (ISO, NIST, SOC 2)
Module 11: Advanced Querying and Performance Optimisation - Mastering OData query syntax: $filter, $select, $expand, $orderby
- Chaining multiple query parameters for precision filtering
- Using search queries for full-text discovery across resources
- Handling large result sets with pagination and delta queries
- Optimising request size and reducing round trips
- Implementing caching strategies for repetitive queries
- Combining multiple endpoints using batch requests
- Structuring queries to minimise throttling impact
- Using prefer headers for minimal response payloads
- Debugging malformed queries with Graph Explorer tools
- Benchmarking query performance in different geographies
- Logging and profiling API call durations for improvement
- Designing efficient sync loops for continuous monitoring
- Using SDKs (C#, PowerShell, Python) for cleaner syntax
- Choosing between REST and SDK implementations
Module 12: Building Production-Grade Automation Workflows - Designing idempotent operations for safe retry logic
- Implementing exponential backoff and jitter for error resilience
- Writing structured logging for audit and debugging
- Setting up health checks and monitoring for long-running jobs
- Using Azure Functions for serverless automation
- Scheduling workflows with Azure Logic Apps or Timer Triggers
- Securing automation pipelines with least-privilege service accounts
- Testing failure scenarios: network loss, token expiry, throttling
- Validating input/output payloads to prevent corruption
- Versioning automation scripts for change control
- Documenting workflows for handover and maintenance
- Implementing role-based access to automation controls
- Using configuration files instead of hardcoded values
- Integrating with CI/CD pipelines for deployment automation
- Creating reusable automation templates for common tasks
Module 13: Integration with Azure and Cloud Services - Connecting Graph automation to Azure Event Grid for event-driven workflows
- Reacting to user provisioning events in real time
- Using Azure Monitor to track automation job success rates
- Sending logs to Log Analytics for central analysis
- Alerting on failed automation attempts
- Integrating with Azure Key Vault for secret rotation
- Deploying automation code via Azure DevOps pipelines
- Storing scripts and configurations in private repositories
- Scaling automation with App Service and containerisation
- Using Microsoft Identity Platform for unified authentication
- Building custom dashboards with Power BI and Graph data
- Exporting data to Azure Data Lake for long-term analytics
- Applying role assignments using Azure RBAC in tandem with Graph
- Automating subscription governance across multiple tenants
- Enabling cross-cloud workflows with hybrid identity patterns
Module 14: Real-World Projects and Implementation Scenarios - Automating new hire onboarding across Active Directory, Teams, and email
- Building a termination workflow that revokes access and notifies managers
- Creating a self-service group request portal with approval flows
- Developing an insider threat detection system using sign-in anomalies
- Designing a compliance dashboard for quarterly audits
- Building a sensitive file monitoring system with real-time alerts
- Automating guest access reviews every 90 days
- Creating a CISO report generator from security and compliance APIs
- Implementing automatic license optimisation based on usage
- Building a device compliance dashboard for IT leadership
- Developing a custom PowerShell module for reuse across teams
- Creating a breach response playbook with automated containment
- Integrating HR system changes with access provisioning
- Automating Data Protection Impact Assessments (DPIAs)
- Generating monthly reports on shadow IT adoption
Module 15: Certification Preparation and Next Steps - Reviewing key concepts for the Certificate of Completion assessment
- Completing the final implementation project with feedback
- Documenting your automation portfolio for professional use
- Adding your certification to LinkedIn and professional profiles
- Preparing talking points for performance reviews and promotions
- Accessing the private alumni network of Graph API practitioners
- Receiving templates for executive proposals and funding requests
- Joining monthly technical roundtables for ongoing learning
- Updating your resume with measurable automation outcomes
- Using the certificate to support internal advancement cases
- Exploring advanced paths: Microsoft Certified: Security, Compliance, and Identity
- Integrating Graph skills into cloud architecture design
- Building reusable frameworks for enterprise-wide adoption
- Contributing to internal knowledge bases and training others
- Continuously tracking updates via official Graph changelogs
- Mastering OData query syntax: $filter, $select, $expand, $orderby
- Chaining multiple query parameters for precision filtering
- Using search queries for full-text discovery across resources
- Handling large result sets with pagination and delta queries
- Optimising request size and reducing round trips
- Implementing caching strategies for repetitive queries
- Combining multiple endpoints using batch requests
- Structuring queries to minimise throttling impact
- Using prefer headers for minimal response payloads
- Debugging malformed queries with Graph Explorer tools
- Benchmarking query performance in different geographies
- Logging and profiling API call durations for improvement
- Designing efficient sync loops for continuous monitoring
- Using SDKs (C#, PowerShell, Python) for cleaner syntax
- Choosing between REST and SDK implementations
Module 12: Building Production-Grade Automation Workflows - Designing idempotent operations for safe retry logic
- Implementing exponential backoff and jitter for error resilience
- Writing structured logging for audit and debugging
- Setting up health checks and monitoring for long-running jobs
- Using Azure Functions for serverless automation
- Scheduling workflows with Azure Logic Apps or Timer Triggers
- Securing automation pipelines with least-privilege service accounts
- Testing failure scenarios: network loss, token expiry, throttling
- Validating input/output payloads to prevent corruption
- Versioning automation scripts for change control
- Documenting workflows for handover and maintenance
- Implementing role-based access to automation controls
- Using configuration files instead of hardcoded values
- Integrating with CI/CD pipelines for deployment automation
- Creating reusable automation templates for common tasks
Module 13: Integration with Azure and Cloud Services - Connecting Graph automation to Azure Event Grid for event-driven workflows
- Reacting to user provisioning events in real time
- Using Azure Monitor to track automation job success rates
- Sending logs to Log Analytics for central analysis
- Alerting on failed automation attempts
- Integrating with Azure Key Vault for secret rotation
- Deploying automation code via Azure DevOps pipelines
- Storing scripts and configurations in private repositories
- Scaling automation with App Service and containerisation
- Using Microsoft Identity Platform for unified authentication
- Building custom dashboards with Power BI and Graph data
- Exporting data to Azure Data Lake for long-term analytics
- Applying role assignments using Azure RBAC in tandem with Graph
- Automating subscription governance across multiple tenants
- Enabling cross-cloud workflows with hybrid identity patterns
Module 14: Real-World Projects and Implementation Scenarios - Automating new hire onboarding across Active Directory, Teams, and email
- Building a termination workflow that revokes access and notifies managers
- Creating a self-service group request portal with approval flows
- Developing an insider threat detection system using sign-in anomalies
- Designing a compliance dashboard for quarterly audits
- Building a sensitive file monitoring system with real-time alerts
- Automating guest access reviews every 90 days
- Creating a CISO report generator from security and compliance APIs
- Implementing automatic license optimisation based on usage
- Building a device compliance dashboard for IT leadership
- Developing a custom PowerShell module for reuse across teams
- Creating a breach response playbook with automated containment
- Integrating HR system changes with access provisioning
- Automating Data Protection Impact Assessments (DPIAs)
- Generating monthly reports on shadow IT adoption
Module 15: Certification Preparation and Next Steps - Reviewing key concepts for the Certificate of Completion assessment
- Completing the final implementation project with feedback
- Documenting your automation portfolio for professional use
- Adding your certification to LinkedIn and professional profiles
- Preparing talking points for performance reviews and promotions
- Accessing the private alumni network of Graph API practitioners
- Receiving templates for executive proposals and funding requests
- Joining monthly technical roundtables for ongoing learning
- Updating your resume with measurable automation outcomes
- Using the certificate to support internal advancement cases
- Exploring advanced paths: Microsoft Certified: Security, Compliance, and Identity
- Integrating Graph skills into cloud architecture design
- Building reusable frameworks for enterprise-wide adoption
- Contributing to internal knowledge bases and training others
- Continuously tracking updates via official Graph changelogs
- Connecting Graph automation to Azure Event Grid for event-driven workflows
- Reacting to user provisioning events in real time
- Using Azure Monitor to track automation job success rates
- Sending logs to Log Analytics for central analysis
- Alerting on failed automation attempts
- Integrating with Azure Key Vault for secret rotation
- Deploying automation code via Azure DevOps pipelines
- Storing scripts and configurations in private repositories
- Scaling automation with App Service and containerisation
- Using Microsoft Identity Platform for unified authentication
- Building custom dashboards with Power BI and Graph data
- Exporting data to Azure Data Lake for long-term analytics
- Applying role assignments using Azure RBAC in tandem with Graph
- Automating subscription governance across multiple tenants
- Enabling cross-cloud workflows with hybrid identity patterns
Module 14: Real-World Projects and Implementation Scenarios - Automating new hire onboarding across Active Directory, Teams, and email
- Building a termination workflow that revokes access and notifies managers
- Creating a self-service group request portal with approval flows
- Developing an insider threat detection system using sign-in anomalies
- Designing a compliance dashboard for quarterly audits
- Building a sensitive file monitoring system with real-time alerts
- Automating guest access reviews every 90 days
- Creating a CISO report generator from security and compliance APIs
- Implementing automatic license optimisation based on usage
- Building a device compliance dashboard for IT leadership
- Developing a custom PowerShell module for reuse across teams
- Creating a breach response playbook with automated containment
- Integrating HR system changes with access provisioning
- Automating Data Protection Impact Assessments (DPIAs)
- Generating monthly reports on shadow IT adoption
Module 15: Certification Preparation and Next Steps - Reviewing key concepts for the Certificate of Completion assessment
- Completing the final implementation project with feedback
- Documenting your automation portfolio for professional use
- Adding your certification to LinkedIn and professional profiles
- Preparing talking points for performance reviews and promotions
- Accessing the private alumni network of Graph API practitioners
- Receiving templates for executive proposals and funding requests
- Joining monthly technical roundtables for ongoing learning
- Updating your resume with measurable automation outcomes
- Using the certificate to support internal advancement cases
- Exploring advanced paths: Microsoft Certified: Security, Compliance, and Identity
- Integrating Graph skills into cloud architecture design
- Building reusable frameworks for enterprise-wide adoption
- Contributing to internal knowledge bases and training others
- Continuously tracking updates via official Graph changelogs
- Reviewing key concepts for the Certificate of Completion assessment
- Completing the final implementation project with feedback
- Documenting your automation portfolio for professional use
- Adding your certification to LinkedIn and professional profiles
- Preparing talking points for performance reviews and promotions
- Accessing the private alumni network of Graph API practitioners
- Receiving templates for executive proposals and funding requests
- Joining monthly technical roundtables for ongoing learning
- Updating your resume with measurable automation outcomes
- Using the certificate to support internal advancement cases
- Exploring advanced paths: Microsoft Certified: Security, Compliance, and Identity
- Integrating Graph skills into cloud architecture design
- Building reusable frameworks for enterprise-wide adoption
- Contributing to internal knowledge bases and training others
- Continuously tracking updates via official Graph changelogs
