Scala: Advanced Functional Programming Training Course

Scala: Advanced Functional Programming Training Course

319 Phaya Thai Road, Pathum Wan, Pathum Wan District, Bangkok, Thailand

Description

Scala is a concise, object-oriented language with functional programming features, including currying, type inference, immutability, lazy evaluation, and pattern matching.

In this instructor-led, live training participants will learn how to use Scala’s advanced features to develop well-constructed software that is easy to write, read, test, and change. The focus of this training is on functional programming, using real-world case studies and discussion as a reference for lab exercises and activities.

By the end of this training, participants will be able to:

  • Implement advanced functional programming techniques
  • Make sense of complex type signatures
  • Understand code through types and substitution
  • Handle exceptions functionally
  • Create libraries and DSLs with Scala
  • Use Scala’s advanced features for pattern matching

Format of the course

  • Part lecture, part discussion, exercises and heavy hands-on practice

Course Details :

Course Code : scalaadvancedfunctional
Duration : 14 hours (usually 2 days including breaks)
Requirements
– Hands on experience in Scala programming
– Familiarity with pattern matching and traits
Audience
– Scala programmers who wish to learn the more advanced and nuanced features of Scala
Fees : 63214 THB(Price per participant)
Venue : Regus, Bangkok

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

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