Algorithms book for Professionals

Download free Algorithm tutorial course in PDF, training file in 56 chapters and 257 pages. Free unaffiliated ebook created from Stack OverFlow contributor.

Table of contents

  • About
  • Getting started with algorithms
  • A sample algorithmic problem
  • Getting Started with Simple Fizz Buzz Algorithm in Swift
  • Algorithm Complexity
  • Big-Theta notation
  • Comparison of the asymptotic notations
  • Big-Omega Notation
  • Big-O Notation
  • A Simple Loop
  • A Nested Loop
  • O(log n) types of Algorithms
  • An O(log n) example
  • Trees
  • Typical anary tree representation
  • Introduction
  • To check if two Binary trees are same or not
  • Binary Search Trees
  • Binary Search Tree - Insertion (Python)
  • Binary Search Tree - Deletion(C++)
  • Lowest common ancestor in a BST
  • Binary Search Tree - Python
  • Check if a tree is BST or not
  • Algorithm to check if a given binary tree is BST
  • If a given input tree follows Binary search tree property or not
  • Binary Tree traversals
  • Level Order traversal - Implementation
  • Pre-order, Inorder and Post Order traversal of a Binary Tree
  • Lowest common ancestor of a Binary Tree
  • Finding lowest common ancestor
  • Graph
  • Storing Graphs (Adjacency Matrix)
  • Introduction To Graph Theory
  • Storing Graphs (Adjacency List)
  • Topological Sort
  • Detecting a cycle in a directed graph using Depth First Traversal
  • Thorup's algorithm
  • Graph Traversals
  • Depth First Search traversal function
  • Dijkstra’s Algorithm
  • Dijkstra's Shortest Path Algorithm
  • A* Path?nding
  • Introduction to A*
  • A* Path?nding through a maze with no obstacles
  • Solving 8-puzzle problem using A* algorithm
  • Algorithm Complexity
  • Trees
  • Check if a tree is BST or not
  • Lowest common ancestor of a Binary Tree
  • Graph Traversals
  • A* Pathfinding
  • Dynamic Programming
  • Kruskal's Algorithm
  • Applications of Greedy technique
  • Bellman–Ford Algorithm
  • Floyd-Warshall Algorithm
  • Multithreaded Algorithms
  • Edit Distance Dynamic Algorithm
  • Sorting
  • Merge Sort
  • Bucket Sort
  • Counting Sort
  • Cycle Sort
  • Selection Sort
  • Substring Search
  • Depth First Search
  • Travelling Salesman
  • Equation Solving
  • Longest Increasing Subsequence
  • Pascal's Triangle
  • Matrix Exponentiation
  • Dynamic Time Warping
  • Pseudocode

It is a free Algorithm ebook created for beginners. The content is extracted from Stack Overflow pltaform, which is written by many Algorithm developers and contributors.

The content is released under Creative Commons BY-SA

Size : 2.63MB
File type : pdf
Downloads: 253
Created: 2019-04-30

Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233

Others Algorithm Tutorials

Essential Algorithms

Elementary Algorithms

Problem Solving with Algorithms and Data Structures

Problem Solving with Algorithms and Data Structures Using Python

Algorithms: Fundamental Techniques

Others related eBooks about Algorithms book for Professionals

Classic Computer Science Problems in Python

This book deepens your knowledge of problem-solving techniques from the realm of computer science by challenging you with time-tested scenarios, exercises, and algorithms. As you work through examples in search, clustering, graphs, and more, you'll remember important things you've forgotten and disc...

PC Assembly Language

The purpose of this book is to give the reader a better understanding of how computers really work at a lower level than in programming languages like Pascal. By gaining a deeper understanding of how computers work, the reader can often be much more productive developing software in higher level lan...

Graph Algorithms

Learn how graph algorithms can help you leverage relationships within your data to develop..., download free Algorithms tutorial in PDF (256 pages) created by Mark Needham ....

Building iPhone Apps with HTML, CSS, and JavaScript

Download free course Building iPhone Apps with HTML, CSS, and JavaScript, pdf file on 186 pages by by Jonathan Stark....

Automate the Boring Stuff with Python: Practical Programming for Total Beginners

If you've ever spent hours renaming files or updating hundreds of spreadsheet cells, you know how tedious tasks like these can be. But what if you could have your computer do them for you? ...

Biopython: Tutorial and Cookbook

The Biopython Project is an international association of developers tools for computationa..., download free Python tutorial in PDF (360 pages) created by Jeff Chang ....

Automated Machine Learning

Download free course Automated Machine Learning, pdf file on 223 pages by by Frank Hutter, Lars Kotthoff, Joaquin Vanschoren....

Think Python: An Introduction to Software Design

Python for Software Design is a concise introduction to software design using the Python programming language. Intended for people with no programming experience, this book starts with the most basic concepts and gradually adds new material. Some of the ideas students find most challenging, like r...

Classic Computer Science Problems in Python

Download free course Classic Computer Science Problems in Python, pdf file on 224 pages by David Kopec....

Getting started with Sharepoint

Download free Sharepoint tutorial course in PDF, training file in 10 chapters and 75 pages. Free unaffiliated ebook created from Stack OverFlow contributor....