Functional Programming Principles in Scala
Master core functional programming concepts like immutability, pure functions, and higher-order functions in Scala. Apply these principles to build more robust and maintainable data pipelines.
intermediate level · 5h · 7 modules
- Introduction to Functional Programming
- What is Functional Programming?
- Scala's Role in Functional Programming
- Hello Functional World in Scala
- Immutability and Side Effects
- The Power of Immutability
- Understanding and Managing Side Effects
- Implementing Immutable Data Structures
- Pure Functions
- What Makes a Function Pure?
- Benefits of Pure Functions
- Refactoring to Pure Functions
- Higher-Order Functions
- Introduction to Higher-Order Functions
- Common Higher-Order Functions in Scala
- Applying Higher-Order Functions
- Functional Data Pipelines
- Designing Functional Data Pipelines
- Error Handling in Functional Pipelines
- Building a Simple Data Processing Pipeline
- End-to-End Functional Data Transformation
- Scalable Data Aggregation Service
