Advanced Programming, Master (Professional education)
This course addresses advanced programming techniques, with a special attention on functional programming and its applications. The course is a perfect balance of theory and practice, with focus on the Scala programming language.
The student who passes this course will know relevant advanced programming techniques for designing, testing and executing challenging realistic programs in Scala, in a correct and efficient way. Such techniques, although learned in the Scala programming language, are relevant for many other mainstream programming languages used in industry.
- Introduction to Scala
- Property-based testing
- Monads and streams
- Call-by-name and lazy programming
- Immutable data-structures
- Purely functional parallel programming
- Finger trees
- Lenses and data synchronization
Intended learning outcomes
After the course, the student should be able to:
- Design, test and execute functional programs in Scala
- Use expressive types (polymorphism, type functions, higher-kinded types) to document library interfaces
- Recognize monadic structures in computation, use libraries following monadic structure and design monadic libraries
- Reason about eager and lazy evaluation, including advantages and disadvantages of either
- Reason about API designs in pure and stateful style, including exploring various designs and considering advantages and disadvantages of either
- Use eager and lazy evaluation to design data structures and benefit from existing lazy data structures such as streams
- Implement solutions based on research-based methods presented in relevant papers in library and language design
Ordinary examExam type:
A: Written exam on premises, external (7-trinsskala)
A11: Written exam on premises. Open book exam. You are allowed to use all aids (books, notes, software and online resources).