fp-scala

Training program from beginner to expert level

An expected table of content will edit in future as and when I add more code/exercises/tutorials

1. Environment setup
2. FP introduction
3. ADT (algebraic data types) to manage state
   1. Type vs values
   2. Data Types
   3. Case classes, trait, and object.
   4. Smart constructors
   5. Domain modeling using ADT
   6. Pattern matching
4. Functions in scala (methods, functions and eta reduction) to add behaviours
   1. Function curry
   2. Partial application
   3. Partial functions
   4. Higher order functions
   5. Combinators
   6. Function composition
   7. Pure functions
   8. Function as data
   9. Recursion in functions
   10. Writing Lazy evaluated code
5. Type level and Type system basics
   1. Variance
   2. Phantom Types
   3. Existential Types
   4. Type lambda and kind projector
   5. GADT
6. Data structures in scala (collections)
   1. List
   2. Vectors
   3. Folding on List
   4. Amortized analysis of algorithm an intro
7. Scala with cats
   1. Type classes
   2. Monoids and semigroups
   3. Functors
   4. Monads
   5. Monad Transformers
   6. Semigroupal and applicative
   7. Foldable and Traverse
8. Effect system and more
   1. Concurrency basics and Future in scala.
   2. Intro to cats effects IO
      1. Will add more topics here as we are still learning and using it I projects like MVars, ref and concurrency from cats effects
   3. Concurrency with green threads
   4. Best practices for thread pools in production application (JVM)
9. Tagless Initial, sample project
10. Tagless Final, sample project
11. Stream processing using FS2
    1. Stream basics
    2. Concurrency primitives by FS2

Use full links

1. GLOSSARY
2. scala-book
3. scala language reference