Professional IT Training Programs

Industry-aligned curriculum designed for working adults. All programs include hands-on projects, career coaching, and lifetime access to course materials.

16 Weeks · Evening Classes

Full-Stack Web Development

Learn to build complete web applications from scratch. This program covers both frontend and backend development, database design, and deployment strategies used by modern web teams.

Program Fee SGD 4,850.00
Web development

What You'll Learn

Frontend Development

  • Modern JavaScript (ES6+) and TypeScript
  • React ecosystem and state management
  • Responsive design and CSS frameworks
  • Performance optimization and debugging

Backend Development

  • Node.js and Express framework
  • RESTful API design and authentication
  • PostgreSQL and database modeling
  • Session management and security

DevOps & Deployment

  • Git workflows and version control
  • CI/CD pipelines with GitHub Actions
  • Cloud deployment on AWS/Vercel
  • Monitoring and error tracking

Capstone Project

  • Build a full-stack application
  • User authentication and authorization
  • Real-time features with WebSockets
  • Production deployment and documentation
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14 Weeks · Weekend Intensive

Cloud Architecture & DevOps

Master cloud infrastructure and DevOps practices. Learn to design, deploy, and manage scalable systems on AWS and Azure using industry-standard tools and methodologies.

Program Fee SGD 5,275.00 Most Popular
Cloud computing

What You'll Learn

Cloud Fundamentals

  • AWS core services (EC2, S3, RDS, Lambda)
  • Azure infrastructure and services
  • Networking, VPCs, and security groups
  • Cloud architecture patterns and best practices

Containerization

  • Docker fundamentals and image creation
  • Kubernetes orchestration and deployment
  • Service mesh and microservices architecture
  • Container security and image scanning

Infrastructure as Code

  • Terraform for infrastructure provisioning
  • CloudFormation templates
  • Configuration management with Ansible
  • GitOps workflows and automation

Monitoring & Operations

  • Prometheus and Grafana monitoring
  • Centralized logging with ELK stack
  • Incident response and on-call practices
  • SRE principles and SLA management
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18 Weeks · Flexible Schedule

Data Engineering & Analytics

Build data pipelines and analytical systems that power business decisions. Work with real datasets from partner companies to learn SQL, Python, Spark, and modern data warehousing.

Program Fee SGD 5,120.00
Data analytics

What You'll Learn

Data Processing

  • Advanced SQL and query optimization
  • Python for data manipulation (Pandas, NumPy)
  • Apache Spark for distributed processing
  • Stream processing with Kafka

Pipeline Development

  • ETL design patterns and best practices
  • Workflow orchestration with Airflow
  • Data quality and validation frameworks
  • Error handling and recovery strategies

Data Warehousing

  • Dimensional modeling and schema design
  • Snowflake and modern cloud warehouses
  • Data lake architecture and management
  • Performance tuning and optimization

Analytics & Visualization

  • Business intelligence fundamentals
  • Tableau and Power BI dashboards
  • Statistical analysis and A/B testing
  • Data storytelling and presentation
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12 Weeks · Evening Classes

Cybersecurity Fundamentals

Learn security from an attacker's perspective. This hands-on program covers penetration testing, vulnerability assessment, and security architecture through practical labs in isolated environments.

Program Fee SGD 4,425.00
Cybersecurity

What You'll Learn

Security Foundations

  • Network protocols and traffic analysis
  • Cryptography and encryption methods
  • Authentication and access control
  • Security frameworks (OWASP, NIST)

Penetration Testing

  • Reconnaissance and information gathering
  • Vulnerability scanning and exploitation
  • Web application security testing
  • Reporting and remediation guidance

Secure Development

  • Secure coding practices and code review
  • Common vulnerabilities (SQL injection, XSS)
  • Security testing integration in CI/CD
  • Dependency management and patching

Incident Response

  • Detection and monitoring strategies
  • Forensics and evidence collection
  • Threat hunting methodologies
  • Post-incident analysis and reporting
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14 Weeks · Evening Classes

Mobile App Development

Create native mobile experiences for iOS and Android using React Native. From concept to app store deployment, including backend integration and push notifications.

Program Fee SGD 4,680.00
Mobile development

What You'll Learn

React Native Fundamentals

  • React Native core components and APIs
  • Navigation and routing patterns
  • State management for mobile apps
  • Platform-specific code and styling

Mobile UI/UX

  • iOS and Android design guidelines
  • Responsive layouts and accessibility
  • Animations and gesture handling
  • User onboarding and retention patterns

Backend Integration

  • RESTful API consumption
  • Authentication and token management
  • Offline functionality and data sync
  • Push notifications setup and handling

Deployment & Distribution

  • App store submission process
  • Code signing and certificates
  • Continuous deployment for mobile
  • Analytics and crash reporting
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20 Weeks · Weekend Intensive

Machine Learning Engineering

Go beyond theory and deploy ML models to production. Learn scikit-learn, TensorFlow, model serving, and MLOps practices for enterprise machine learning systems.

Program Fee SGD 6,150.00
Machine learning

What You'll Learn

ML Fundamentals

  • Supervised learning algorithms
  • Unsupervised learning and clustering
  • Feature engineering and selection
  • Model evaluation and validation

Deep Learning

  • Neural networks and backpropagation
  • Convolutional networks for computer vision
  • Recurrent networks and transformers
  • Transfer learning and fine-tuning

MLOps & Production

  • Model serving architectures (REST, gRPC)
  • Containerization and deployment strategies
  • A/B testing and model monitoring
  • Feature stores and data versioning

Advanced Topics

  • Model optimization and quantization
  • Distributed training at scale
  • Explainability and fairness in ML
  • Production debugging and retraining
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Compare Programs

Program Duration Schedule Prerequisites Investment
Full-Stack Web Development 16 weeks Evening classes Basic computer literacy SGD 4,850.00
Cloud Architecture & DevOps 14 weeks Weekend intensive Basic programming knowledge SGD 5,275.00
Data Engineering & Analytics 18 weeks Flexible schedule SQL basics recommended SGD 5,120.00
Cybersecurity Fundamentals 12 weeks Evening classes Networking basics helpful SGD 4,425.00
Mobile App Development 14 weeks Evening classes JavaScript knowledge SGD 4,680.00
Machine Learning Engineering 20 weeks Weekend intensive Python and statistics SGD 6,150.00

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