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• 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