Scala: Advanced Functional Programming Certificate for Mohamed El...
Certificate ID:
645959
Authentication Code:
87109
Certified Person Name:
Mohamed El amine MECIEB
Trainer Name:
Ludivine Crépin
Duration Days:
2
Duration Hours:
14
Course Name:
Scala: Advanced Functional Programming
Course Date:
2021-08-23 09:30 to 2021-08-24 17:00
Venue:
Remote
Course Outline:
Introduction
- Who uses Scala?
- Developing large-scale, purely-functional programs
Overview of Functional Programming in Scala
- Higher-Order Functions
- Combinators
- Polymorphic Functions
Mastering Scala Types
- Product types & Sum types
- Supertypes & Subtypes
- Universals & Existentials
- Higher-Kinded Types
- Type Lambdas
Mastering Scala Type Classes
- Classes & Instances
- Tricks with Implicits
- Polymorphic Constraints
Case Study: Highly-stateful programs with complex external systems
Coding Exercise
Working with Data
- Immutable Data & Recursion
- Catamorphisms & Church Encoding
- Fixed-Point Data
- Recursion Schemes
Advanced Pattern Matching in Scala
- Deep matching
- Using extractors
Case Study: Scala and Big Data
Coding Exercise
Using Functional Patterns
- Options, Eithers & Validations
- Semigroups & Monoids
- Functors
- Applicatives
- Monads
- Foldables & Traversables
- Lenses
Working with Effects
- IO
- State
- Reader
- Combining Effects
Case Study
- TBD
Coding Exercise
Functional Architecture
- Modern Architecture for FP
- Reified Computation & Deferred Evaluation
- Compositional Evaluators
- Optimization Techniques
- Purely Functional Mocking
Libraries and DSLs
- Custom control structures with by-name parameters
- Building well-designed libraries and internal DSLs
Functional Exception Handling
- Traditional exception handling
- Functional exception handling
- Using Try with For comprehensions
Final Coding Exercise and Evaluation
Closing Remarks