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Functional Programming in F#

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Overview

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This course aims to provide a comprehensive understanding of functional programming using F#. It covers fundamental concepts such as functions, lambda functions, types and type systems, and extends into more complex topics like recursion, pattern matching, monads, and applicative functors. The course also explores F#'s application in web programming, databases, testing, and DevOps. Teaching methods include lectures that progress from basic to advanced topics, ensuring a deep understanding of each concept. This course is designed for students and professionals in computer science who are interested in learning functional programming through F#.

Syllabus

01 INF-3910-5: Introuction
02 INF-3910-5: Historical perspective
03 INF-3910-5: Complexity
04 The Looking glass
05 INF-3910-5: On functions
06 INF-3910-5: Functions in F#
07 INF-3910-5: Lambda functions
08 INF-3910-5: Types and type systems
09 INF-3910: Data types in F#
10 INF-3910-5: Algebraic data types
11 INF-3910-5: Pattern matching
12 INF-3910-5: Active patterns
13 INF-3910-5: Recursion and recursive data types
14 INF-3910-5: Collection types and implicit recursion
15 INF-3910-5: Mutable state and exceptions
16 INF-3910-5: Tidbits and goodies
17 INF-3910-5: OOP - Classes and inheritance
18 INF-3910-5: OOP - Interfaces and objects
19 INF-3910-5: Intermission with a rant
20 INF-3910-5: Composition
21 INF-3910-5: Functors
22 INF-3910-5: Functors categorically
23 INF-3910-5: Applicative functors
24 INF-3910-5: Monads
25 INF-3910-5: Computation Expressions
26 INF-3910-5: Monoids
27 INF-3910-5: Monoid homomorphisms
28 INF-3910-5: Traversable
29 INF-3910-5: The Reader monad
30 INF-3910-5: Continuation-Passing Style part 1
31 INF-3910-5: Continuation-Passing Style part 2
32 INF-3910-5: Asynchronous computations
33 INF-3910-5: F# MailboxProcessor and the actor model
34 INF-3910-5: Model-View-Update
35 INF-3910-5: Web programming with F# Fable and Feliz
36 INF-3910-5: Web servers and F# Giraffe
37 INF-3910-5: Databases and the REST
38 INF-3910-5: Testing in F#
39 INF-3910-5: DevOps and CI/CD with F# and GitHub Actions

Taught by

Jonas Juselius

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