Course Details
Course Details
What You'll Learn
Topic 1: Introduction to DevOps
What is DevOps?
Explore the DevOps journey
Identify transformation teams
Explore shared goals and define timelines
Topic 2: Choose the right project
Explore greenfield and brownfield projects
Decide when to use greenfield and brownfield projects
Decide when to use systems of record versus systems of engagement
Identify groups to minimize initial resistance
Identify project metrics and key performance indicators (KPIs)
Topic 3: Describe team structures
Explore agile development practices
Explore principles of agile development
Define organization structure for agile practices
Explore ideal DevOps team members
Enable in-team and cross-team collaboration
Select tools and processes for agile practices
Topic 4: Choose the DevOps tools
What is Azure DevOps?
What is GitHub?
Explore an authorization and access strategy
Migrate or integrate existing work management tools
Migrate or integrate existing test management tools
Design a license management strategy
Topic 5: Plan Agile with GitHub Projects and Azure Boards
Introduction to GitHub Projects and Project boards
Introduction to Azure Boards
Link GitHub to Azure Boards
Configure GitHub Projects
Manage work with GitHub Project boards
Customize Project views
Collaborate using team discussions
Agile Plan and Portfolio Management with Azure Boards
Topic 6: Introduction to source control
Explore DevOps foundational practices
What is source control?
Explore benefits of source control
Explore best practices for source control
Topic 7: Describe types of source control systems
Understand centralized source control
Understand distributed source control
Explore Git and Team Foundation Version Control
Examine and choose Git
Understand objections to using Git
Describe working with Git locally
Topic 8: Work with Azure Repos and GitHub
Introduction to Azure Repos
Introduction to GitHub
Migrate from TFVC to Git
Use GIT-TFS
Develop online with GitHub Codespaces
Topic 9: Structure your Git Repo
Explore monorepo versus multiple repos
Implement a change log
Topic 10: Manage Git branches and workflows
Explore branch workflow types
Explore feature branch workflow
Explore Git branch model for continuous delivery
Explore GitHub flow
Explore fork workflow
Version Control with Git in Azure Repos
Topic 11: Collaborate with pull requests in Azure Repos
Collaborate with pull requests
Exercise - Azure Repos collaborating with pull requests
Examine GitHub mobile for pull request approvals
Topic 12: Identify technical debt
Examine code quality
Examine complexity and quality metrics
Introduction to technical debt
Measure and manage technical debt
Integrate other code quality tools
Plan effective code reviews
Topic 13: Explore Git hooks
Introduction to Git hooks
Implement Git hooks
Topic 14: Plan foster inner source
Explore foster inner source
Implement the fork workflow
Describe inner source with forks
Topic 15: Manage Git repositories
Work with large repositories
Purge repository data
Manage releases with GitHub Repos
Automate release notes with GitHub
Topic 16: Explore Azure Pipelines
Explore the concept of pipelines in DevOps
Describe Azure Pipelines
Understand Azure Pipelines key terms
Topic 17: Manage Azure Pipeline agents and pools
Choose between Microsoft-hosted versus self-hosted agents
Explore job types
Introduction to agent pools
Explore predefined agent pool
Understand typical situations for agent pools
Communicate with Azure Pipelines
Communicate to deploy to target servers
Examine other considerations
Describe security of agent pools
Configure agent pools and understanding pipeline styles
Topic 18: Describe pipelines and concurrency
Understand parallel jobs
Estimate parallel jobs
Describe Azure Pipelines and open-source projects
Explore Azure Pipelines and Visual Designer
Describe Azure Pipelines and YAML
Topic 19: Explore continuous integration
Introduction to continuous integration
Learn the four pillars of continuous integration
Explore benefits of continuous integration
Describe build properties
Enable Continuous Integration with Azure Pipelines
Topic 20: Implement a pipeline strategy
Configure agent demands
Implement multi-agent builds
Explore source control types supported by Azure Pipeline
Topic 21: Integrate with Azure Pipelines
Describe the anatomy of a pipeline
Understand the pipeline structure
Detail templates
Explore YAML resources
Use multiple repositories in your pipeline
Topic 22: Introduction to GitHub Actions
What are Actions?
Explore Actions flow
Understand workflows
Describe standard workflow syntax elements
Explore events
Explore jobs
Explore runners
Examine release and test an action
Topic 23: Learn continuous integration with GitHub Actions
Describe continuous integration with actions
Examine environment variables
Share artifacts between jobs
Examine Workflow badges
Describe best practices for creating actions
Mark releases with Git tags
Create encrypted secrets
Use secrets in a workflow
Implement GitHub Actions for CI/CD
Topic 24: Design a container build strategy
Examine structure of containers
Work with Docker containers
Understand Dockerfile core concepts
Examine multi-stage dockerfiles
Examine considerations for multiple stage builds
Explore Azure container-related services
Deploy Docker containers to Azure App Service web apps
Topic 25: Introduction to continuous delivery
Explore traditional IT development cycle
What is continuous delivery?
Move to continuous delivery
Understand releases and deployments
Understand release process versus release
Topic 26: Create a release pipeline
Describe Azure DevOps release pipeline capabilities
Explore release pipelines
Explore artifact sources
Choose the appropriate artifact source
Exercise - select an artifact source
Examine considerations for deployment to stages
Exercise - set up stages
Explore build and release tasks
Explore custom build and release tasks
Explore release jobs
Configure Pipelines as Code with YAML
Topic 27: Explore release recommendations
Understand the delivery cadence and three types of triggers
Exercise - select your delivery and deployment cadence
Explore release approvals
Exercise - set up manual approvals
Explore release gates
Use release gates to protect quality
Control Deployments using Release Gates
Topic 28: Provision and test environments
Provision and configure target environments
Exercise - set up service connections
Configure automated integration and functional test automation
Understand Shift-left
Set up and run availability tests
Explore Azure Load Testing
Set up and run functional tests
Topic 29: Manage and modularize tasks and templates
Examine task groups
Exercise - create and manage task groups
Explore variables in release pipelines
Understand variable groups
Exercise - create and manage variable groups
Topic 30: Automate inspection of health
Automate inspection of health
Explore events and notifications
Explore service hooks
Exercise - set up service hooks to monitor the pipeline
Configure Azure DevOps notifications
Configure GitHub notifications
Explore how to measure quality of your release process
Examine release notes and documentation
Examine considerations for choosing release management tools
Explore common release management tools
Topic 31: Introduction to deployment patterns
Explore microservices architecture
Examine classical deployment patterns
Understand modern deployment patterns
Topic 32: Implement blue-green deployment and feature toggles
What is blue-green deployment?
Explore deployment slots
Exercise - set up a blue-green deployment
Introduction to feature toggles
Describe feature toggle maintenance
Topic 33: Implement canary releases and dark launching
Explore canary releases
Examine Traffic Manager
Understand dark launching
Topic 34: Implement A/B testing and progressive exposure deployment
What is A/B testing?
Explore CI-CD with deployment rings
Exercise - Ring-based deployment
Topic 35: Integrate with identity management systems
Integrate GitHub with single sign-on (SSO)
Explore service principals
Explore Managed Identity
Topic 36: Manage application configuration data
Rethink application configuration data
Explore separation of concerns
Understand external configuration store patterns
Introduction to Azure App Configuration
Examine Key-value pairs
Examine App configuration feature management
Integrate Azure Key Vault with Azure Pipelines
Manage secrets, tokens and certificates
Examine DevOps inner and outer loop
Integrate Azure Key Vault with Azure DevOps
Enable Dynamic Configuration and Feature Flags
Topic 37: Explore infrastructure as code and configuration management
Explore environment deployment
Examine environment configuration
Understand imperative versus declarative configuration
Understand idempotent configuration
Topic 38: Create Azure resources using Azure Resource Manager templates
Why use Azure Resource Manager templates?
Explore template components
Manage dependencies
Modularize templates
Manage secrets in templates
Deployments using Azure Bicep templates
Topic 39: Create Azure resources by using Azure CLI
What is Azure CLI?
Work with Azure CLI
Exercise - Run templates using Azure CLI
Topic 40: Explore Azure Automation with DevOps
Create automation accounts
What is a runbook?
Understand automation shared resources
Explore runbook gallery
Examine webhooks
Explore source control integration
Explore PowerShell workflows
Create a workflow
Explore hybrid management
Exercise - Create and run a workflow runbook
Examine checkpoint and parallel processing
Topic 35 Implement Desired State Configuration (DSC)
Understand configuration drift
Explore Desired State Configuration (DSC)
Explore Azure Automation State configuration (DSC)
Examine DSC configuration file
Exercise - Import and compile
Exercise - Onboard machines for management
Explore hybrid management
Implement DSC and Linux Automation on Azure
Topic 41: Implement Bicep
What is Bicep?
Install Bicep
Exercise - Create Bicep templates
Understand Bicep file structure and syntax
Exercise - Deploy a Bicep file from Azure Pipelines
Exercise - Deploy a Bicep file from GitHub workflows
Topic 42: Explore package dependencies
What is dependency management?
Describe elements of a dependency management strategy
Identify dependencies
Understand source and package componentization
Decompose your system
Scan your codebase for dependencies
Topic 43: Understand package management
Explore packages
Understand package feeds
Explore package feed managers
Explore common public package sources
Explore self-hosted and SaaS based package sources
Consume packages
Introduction to Azure Artifacts
Publish packages
Package management with Azure Artifacts
Topic 44: Migrate consolidating and secure artifacts
Identify existing artifact repositories
Migrate and integrating artifact repositories
Secure access to package feeds
Examine roles
Examine permissions
Examine authentication
Topic 45: Implement a versioning strategy
Understand versioning of artifacts
Explore semantic versioning
Examine release views
Promote packages
Exercise - Promote a package
Explore best practices for versioning
Exercise - Push from the pipeline
Topic 46: Introduction to GitHub Packages
Publish packages
Install a package
Delete and restore a package
Explore package access control and visibility
Topic 47: Implement tools to track usage and flow
Understand the inner loop
Introduction to continuous monitoring
Explore Azure Monitor and Log Analytics
Examine Kusto Query Language (KQL)
Explore Application Insights
Implement Application Insights
Exercise - Add Application Insights to an ASP.NET core application
Monitor application performance with Application Insights
Topic 48: Develop monitor and status dashboards
Explore Azure Dashboards
Examine view designer in Azure Monitor
Explore Azure Monitor workbooks
Explore Power BI
Build your own custom application
Topic 49: Share knowledge within teams
Share acquired knowledge within development teams
Introduction to Azure DevOps project wikis
Integrate with Azure Boards
Share team knowledge using Azure Project Wiki
Topic 50: Design processes to automate application analytics
Explore rapid responses and augmented search
Integrate telemetry
Examine monitoring tools and technologies
Topic 51: Manage alerts, blameless retrospectives and a just culture
Examine when get a notification
Explore how to fix it
Explore smart detection notifications
Improve performance
Understand server response time degradation
Reduce meaningless and non-actionable alerts
Examine blameless retrospective
Develop a just culture
Topic 52: Introduction to Secure DevOps
Describe SQL injection attack
Understand DevSecOps
Explore Secure DevOps Pipeline
Explore key validation points
Explore continuous security validation
Understand threat modeling
Exercise threat modeling
Topic 53: Implement open-source software
Explore how software is built
What is open-source software
Explore corporate concerns with open-source software components
Introduction to open-source licenses
Explore common open-source licenses
Examine license implications and ratings
Topic 54: Software Composition Analysis
Inspect and validate code bases for compliance
Explore software composition analysis (SCA)
Integrate Mend with Azure Pipelines
Implement GitHub Dependabot alerts and security updates
Integrate software composition analysis checks into pipelines
Examine tools for assess package security and license rate
Interpret alerts from scanner tools
Implement security and compliance in an Azure Pipeline
Topic 55: Static analyzers
Explore SonarCloud
Explore CodeQL in GitHub
Manage technical debt with SonarCloud and Azure DevOps
Topic 56: OWASP and Dynamic Analyzers
Plan Implement OWASP Secure Coding Practices
Explore OWASP ZAP penetration test
Explore OWASP ZAP results and bugs
Topic 57: Security Monitoring and Governance
Implement pipeline security
Explore Microsoft Defender for Cloud
Examine Microsoft Defender for Cloud usage scenarios
Explore Azure Policy
Understand policies
Explore initiatives
Explore resource locks
Explore Azure Blueprints
Understand Microsoft Defender for Identity
Assessment
- Written Exam
- Practical Exam
Course Info
Promotion Code
Promo or discount cannot be applied to WSQ courses
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions with minimum Computer Literacy Level 2 based on ICAS Computer Skills Assessment Framework
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Year Group : 21-65 years old
Minimum Software/Hardware Requirement
Software:
You need to sign up a Azure account (Credit Card is required).
Hardware: Windows and Mac Laptops
About Progressive Wage Model (PWM)
The Progressive Wage Model (PWM) helps to increase wages of workers through upgrading skills and improving productivity.
Employers must ensure that their Singapore citizen and PR workers meet the PWM training requirements of attaining at least 1 Workforce Skills Qualification (WSQ) Statement of Attainment, out of the list of approved WSQ training modules.
For more information on PWM, please visit MOM site.
Funding Eligility Criteria
| Individual Sponsored Trainee | Employer Sponsored Trainee |
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SkillsFuture Credit:
PSEA:
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Absentee Payroll (AP) Funding:
SFEC:
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Steps to Apply Skills Future Claim
- The staff will send you an invoice with the fee breakdown.
- Login to the MySkillsFuture portal, select the course you’re enrolling on and enter the course date and schedule.
- Enter the course fee payable by you (including GST) and enter the amount of credit to claim.
- Upload your invoice and click ‘Submit’
SkillsFuture Level-Up Program
The SkillsFuture Level-Up Programme provides greater structural support for mid-career Singaporeans aged 40 years and above to pursue a substantive skills reboot and stay relevant in a changing economy. For more information, visit SkillsFuture Level-Up Programme
Get Additional Course Fee Support Up to $500 under UTAP
The Union Training Assistance Programme (UTAP) is a training benefit provided to NTUC Union Members with an objective of encouraging them to upgrade with skills training. It is provided to minimize the training cost. If you are a NTUC Union Member then you can get 50% funding (capped at $500 per year) under Union Training Assistance Programme (UTAP).
For more information visit NTUC U Portal – Union Training Assistance Program (UTAP)
Steps to Apply UTAP
- Log in to your U Portal account to submit your UTAP application upon completion of the course.
Note
- SSG subsidy is available for Singapore Citizens, Permanent Residents, and Corporates.
- All Singaporeans aged 25 and above can use their SkillsFuture Credit to pay. For more details, visit www.skillsfuture.gov.sg/credit
- An unfunded course fee can be claimed via SkillsFuture Credit or paid in cash.
- UTAP funding for NTUC Union Members is capped at $250 for 39 years and below and at $500 for 40 years and above.
- UTAP support amount will be paid to training provider first and claimed after end of class by learner.
Appeal Process
- The candidate has the right to disagree with the assessment decision made by the assessor.
- When giving feedback to the candidate, the assessor must check with the candidate if he agrees with the assessment outcome.
- If the candidate agrees with the assessment outcome, the assessor & the candidate must sign the Assessment Summary Record.
- If the candidate disagrees with the assessment outcome, he/she should not sign in the Assessment Summary Record.
- If the candidate intends to appeal the decision, he/she should first discuss the matter with the assessor/assessment manager.
- If the candidate is still not satisfied with the decision, the candidate must notify the assessor of the decision to appeal. The assessor will reflect the candidate’s intention in the Feedback Section of the Assessment Summary Record.
- The assessor will notify the assessor manager about the candidate’s intention to lodge an appeal.
- The candidate must lodge the appeal within 7 days, giving reasons for appeal
- The assessor can help the candidate with writing and lodging the appeal.
- he assessment manager will collect information from the candidate & assessor and give a final decision.
- A record of the appeal and any subsequent actions and findings will be made.
- An Assessment Appeal Panel will be formed to review and give a decision.
- The outcome of the appeal will be made known to the candidate within 2 weeks from the date the appeal was lodged.
- The decision of the Assessment Appeal Panel is final and no further appeal will be entertained.
- Please click the link below to fill up the Candidates Appeal Form.
Job Roles
Job Roles
- Data Scientist
- Machine Learning Engineer
- AI Researcher
- Deep Learning Specialist
- Computer Vision Engineer
- AI Product Developer
- Graphics Software Developer
- Multimedia Artist (using AI)
- Bioinformatics Researcher (for GAN-based simulations)
- Financial Modeler (using AI for simulations)
- R&D Specialist in AI
- Robotics Engineer (with AI modeling)
- Game Developer (using GANs for content generation)
- Innovation Manager (in tech firms)
- Computational Scientist
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