Advanced Scala Programming Certification

Module 1: Advanced Scala Fundamentals

• Scala architecture
• Advanced syntax
• Type system
• Packages
• Modules
• Coding standards

Module 2: Object-Oriented Programming

• Classes and objects
• Traits
• Case classes
• Companion objects
• Inheritance
• Polymorphism

Module 3: Functional Programming

• Higher-order functions
• Lambda expressions
• Immutability
• Pure functions
• Function composition
• Recursion

Module 4: Collections Framework

• Lists
• Sets
• Maps
• Sequences
• Collection transformations
• Lazy collections

Module 5: Pattern Matching

• Match expressions
• Case classes
• Guards
• Extractors
• Sealed traits
• Functional patterns

Module 6: Error Handling

• Option
• Try
• Either
• Exception handling
• Custom errors
• Debugging

Module 7: Futures & Concurrency

• Futures
• Promises
• Asynchronous programming
• Thread management
• Parallel processing
• Synchronization concepts

Module 8: Advanced Type System

• Generics
• Variance
• Type bounds
• Implicit conversions
• Context bounds
• Type classes

Module 9: File Handling

• File operations
• JSON processing
• CSV handling
• XML processing
• Serialization
• Resource management

Module 10: REST API Development

• REST principles
• HTTP methods
• Routing
• Request handling
• Response formatting
• API validation

Module 11: Database Integration

• JDBC
• CRUD operations
• Transactions
• ORM concepts
• Query optimization
• Connection management

Module 12: Akka Fundamentals

• Actor model
• Actor systems
• Message passing
• Actor lifecycle
• Concurrency models
• Distributed concepts

Module 13: Testing Scala Applications

• Unit testing
• Integration testing
• Assertions
• Mocking concepts
• Test organization
• Code quality

Module 14: Performance Optimization

• JVM optimization
• Memory management
• Profiling
• Benchmarking
• Efficient algorithms
• Performance tuning

Module 15: Security Best Practices

• Secure coding
• Input validation
• Authentication concepts
• Authorization basics
• Data protection
• Security guidelines

Module 16: Build & Dependency Management

• SBT fundamentals
• Dependency management
• Build automation
• Project configuration
• Version management
• Modular projects

Module 17: Application Architecture

• Layered architecture
• Functional architecture
• Modular design
• Clean architecture
• Scalability
• Maintainability

Module 18: Logging & Monitoring

• Structured logging
• Error monitoring
• Metrics
• Diagnostics
• Health checks
• Observability

Module 19: Big Data Integration

• Apache Spark with Scala
• Distributed processing
• Data pipelines
• Batch processing
• Streaming concepts
• Data analytics

Module 20: Code Quality & Refactoring

• Clean code
• Refactoring
• Documentation
• Code reviews
• Static analysis
• Maintainability

Module 21: Real-World Scala Applications

• Enterprise applications
• Backend services
• Data processing applications
• API projects
• Business case studies
• Practical exercises

Module 22: Professional Scala Development Practices

• Software architecture
• Development workflow
• Performance optimization
• Team collaboration
• Continuous improvement
• Industry best practices