Functional Programming with F# and C# by Microsoft Press

سرفصل های دوره

Functional programming is top of mind these days, with data and ML at the forefront, and it will become more important as more healthcare and fintech companies switch to programming languages like F#, Scala, and Clojure, where state mutation is avoided to prevent data from being corrupted. Learn the principles of functional programming from the ground up, using F# and C#. Markus Reynolds, a senior software engineer and instructor, uses a hands-on approach to teach you functional programming, with demos and practical examples. Learn concepts like recursion, record updating, applicative programming, piping, and currying to enhance your skillset, and practice programming in the functional style. Plus, explore why so many people are using the functional programming paradigm.

01 - Introduction

01 - Functional Programming with F# and C#

02 - 1. Functional Foundations

01 - Learning objectives

02 - How does functional differ from OOP

03 - How does functional differ from imperative

04 - When could we use eachany

05 - Data and functions

06 - Immutability

03 - 2. F# Basics

01 - Learning objectives

02 - How to set up a fsx file

03 - Interpreter

04 - Using an fsx file with the interpreter

05 - How to set up a project

06 - Compilation

07 - Exception handling

04 - 3. Functional Programming

01 - Learning objectives

02 - Collections

03 - Built-in functions

04 - Piping

05 - Closures

06 - Returning functions

05 - 4. Advanced Topics

01 - Learning objectives

02 - Rec keyword

03 - Recursion in place of loops

04 - Recursive types

05 - Currying

06 - Partial application

06 - 5. Machine Learning With ML.NET

01 - Learning objectives

02 - Introduction to the library

03 - Set up training data

04 - Train models

05 - Examine results

06 - F# code journal

07 - Summary

01 - Summary

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تولید کننده: LinkedIn Learning (Lynda)