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ISBN 10: 1783558474
ISBN 13: 9781783558476
Author: Adnan Masood
If you have just started your adventure with F#, then this book will help you take the right steps to become a successful F# coder. An intermediate knowledge of imperative programming concepts, and a basic understanding of the algorithms and data structures in .NET environments using the C# language and BCL (Base Class Library), would be helpful.
1. Embrace the Truth
Exploring the functional programming paradigm
Thinking functional – why functional programming matters
A historical primer of F#
The Hello World example
A brief F# language primer
Syntactical similarities and differences
Benefits of using F# over C#
Summary
2. Now Lazily Get Over It, Again
Setting up the IDE
Your first F# project
Talk is cheap, show me some code
To understand recursion, you must understand recursion
Memoization with Fibonacci
Towers of Hanoi
Sorting lazily
F# 4.0 – new features
Summary
3. What's in the Bag Anyway?
Exploring data structures in F#
Arrays
Lists
List comprehensions
Sequences
Tuples and records
Option types
Sets and maps
Discriminated unions
The active pattern
F# implementation of sorting algorithms
Algorithmic complexity and the Big-O notation
The bubble sort
Quicksort
The merge sort
Summary
4. Are We There Yet?
Diving deep into enumerations and sequences
Enumerating a CSV file
Query expressions
Creating sequences from collections
Usage considerations for sequences
Summary
5. Let's Stack Up
Let's build a stack
Stack with concurrency support
Testing the stack
Algorithm – parenthesis matching using stacks
Summary
6. See the Forest for the Trees
Tree as a data structure
The binary search tree
Navigating the tree
Abstract syntax trees
Summary
7. Jumping the Queue
Let's make a functional queue
The FSharpx.Collections library
The MailboxProcessor class in F#
Summary
8. Quick Boost with Graph
Graphs
Modeling graphs using F#
The shortest path algorithm
Finding the minimal path sum
Summary
9. Sets, Maps, and Vectors of Indirections
Sets and maps
Vectors
F# and the Intermediate Language
Summary
10. Where to Go Next?
References and further readings
F# language resources
Component design guidelines
Functional programming guides
F# for fun and profit
Data science with F#
Math and statistics programming with F#
Machine learning with F#
Books and interactive tutorials
Try F#
The F# programming wikibook
The F# workshop
The F# cheat sheet
learning f# functional data structures and algorithms
learning f#
data structures for everyone
data structures the fun way pdf
zybooks data science
Tags: Adnan Masood, Functional, Data
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