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<h1 id="awesome-algorithms-education-awesome">Awesome Algorithms
Education <a href="https://awesome.re"><img
src="https://awesome.re/badge.svg" alt="Awesome" /></a></h1>
<p>An algorithm is a list of rules to follow in order to solve a
problem.</p>
<p>Algorithms need to have their steps in the right order. Think about
an algorithm for getting dressed in the morning. What if you put on your
coat before your jumper? Your jumper would be on top of your coat and
that would be silly! When you write an algorithm the order of the
instructions is very important.</p>
<p>If you want to contribute, please read the <a
href="https://github.com/gaerae/awesome-algorithms/blob/master/contributing.md">contribution
guidelines</a>.</p>
<p>Language: <strong><a href="readme-en.md">😎 English</a></strong> • <a
href="readme-ko.md">한국어 (Korean)</a></p>
<h2 id="contents">Contents</h2>
<ul>
<li><a href="#courses">Courses</a></li>
<li><a href="#competitive-programming">Competitive programming</a></li>
<li><a href="#visualizations">Visualizations</a></li>
<li><a href="#interviews">Interviews</a></li>
<li><a href="#videos">Videos</a></li>
<li><a href="#books">Books</a></li>
<li><a href="#articles">Articles</a></li>
<li><a href="#competitions">Competitions</a></li>
<li><a href="#miscellaneous">Miscellaneous</a></li>
</ul>
<h2 id="courses">Courses</h2>
<h4 id="introductory">Introductory</h4>
<ul>
<li><a
href="https://www.khanacademy.org/computing/computer-science/algorithms">Algorithms</a>
- Khan Academy.</li>
<li><a
href="http://www.geeksforgeeks.org/fundamentals-of-algorithms">Fundamentals
of Algorithms</a> - Geeks for Geeks.</li>
<li><a
href="https://www.inflearn.com/course/%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98-%EA%B0%95%EC%A2%8C">Algorithm
course for smart programming</a> - Korean / Inflearn.</li>
</ul>
<h4 id="intermediate">Intermediate</h4>
<ul>
<li><a
href="https://www.class-central.com/subject/algorithms-and-data-structures">Algorithms
and Data Structures</a> - Class Central.</li>
<li><a href="https://www.edx.org/course/algorithms">Algorithms</a> -
edX(IITBombay).</li>
<li><a
href="https://www.udacity.com/course/intro-to-algorithms--cs215">Intro
to Algorithms</a> - Udacity.</li>
<li><a
href="https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015">Design
and Analysis of Algorithms, 2015</a> - MIT OCW.</li>
<li><a
href="https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011">Introduction
to Algorithms, 2011</a> - MIT OCW.</li>
<li><a href="http://erikdemaine.org/classes">Classes and Teaching by
Erik Demaine</a> - MIT(Lecture notes).</li>
<li><a href="https://people.eecs.berkeley.edu/~jrs/170/">Efficient
Algorithms and Intractable Problems, 2001</a> - UC Berkeley(Lecture
notes).</li>
<li><a href="https://people.eecs.berkeley.edu/~jrs/61b/">Data
Structures, 2014</a> - UC Berkeley(Lecture notes).</li>
<li><a href="https://people.eecs.berkeley.edu/~jrs/61b/">Algorithms,
Etc., 2015</a> - Illinois University(Lecture notes).</li>
<li><a
href="https://www.coursera.org/learn/algorithms-part1">Algorithms, Part
I</a> - Coursera(Princeton University).</li>
<li><a
href="https://www.coursera.org/learn/algorithms-part2">Algorithms, Part
II</a> - Coursera(Princeton University).</li>
</ul>
<h4 id="advanced">Advanced</h4>
<ul>
<li><a
href="http://online-learning.harvard.edu/course/data-structures-and-algorithms">Data
Structures and Algorithms</a> - Paid Content. / Harvard University.</li>
<li><a
href="https://www.coursera.org/specializations/algorithms">Algorithms
Specialization</a> - Paid Content. / Coursera(Stanford University).</li>
</ul>
<h2 id="competitive-programming">Competitive programming</h2>
<ul>
<li><a
href="https://www.hackerrank.com/domains/algorithms">HackerRank</a></li>
<li><a href="https://app.codility.com/programmers">Codility</a></li>
<li><a href="https://www.topcoder.com">TopCoder</a></li>
<li><a href="http://www.codewars.com">CodeWars</a></li>
<li><a href="https://www.codechef.com">CodeChef</a></li>
<li><a href="http://codeforces.com">Codeforces</a> - English, Romanian,
Russian.</li>
<li><a href="https://uva.onlinejudge.org">UVA</a></li>
<li><a href="https://a2oj.com">A2 Online Judge</a></li>
<li><a href="https://icpcarchive.ecs.baylor.edu">ACM-ICPC Live
Archive</a></li>
<li><a href="https://csacademy.com">CS Academy</a> - English, Russian,
Arabic.</li>
<li><a
href="https://coderbyte.com/course/learn-data-structures-and-algorithms">CoderByte</a></li>
<li><a href="https://www.hackerearth.com">HackerEarth</a></li>
<li><a href="http://www.infoarena.ro">Infoarena</a> - Romanian.</li>
<li><a href="https://open.kattis.com">Kattis</a></li>
<li><a href="https://www.learneroo.com/subjects/8">Learneroo Algorithms
Tutorials</a></li>
<li><a href="https://leetcode.com/problemset/algorithms">LeetCode</a> -
English, Chinese.</li>
<li><a href="http://rosalind.info/problems/locations">Rosalind</a></li>
<li><a href="https://sharecode.io">ShareCode</a></li>
<li><a href="https://snakify.org">Snakify</a></li>
<li><a href="http://www.spoj.com">Sphere Online Judge (SPOJ)</a></li>
<li><a href="https://www.urionlinejudge.com.br">URI</a> - English,
Spanish, Brazilian Portuguese.</li>
<li><a href="http://poj.org">PKU JudgeOnline</a> - English,
Chinese.</li>
<li><a href="http://judge.u-aizu.ac.jp/onlinejudge">AIZU ONLINE
JUDGE</a> - English, Japanese.</li>
<li><a href="https://projecteuler.net">Project Euler</a></li>
<li><a href="http://euler.synap.co.kr">Project Euler <span
class="citation" data-cites="kr">@kr</span></a> - Korean.</li>
<li><a href="https://www.acmicpc.net">Baekjoon</a> - Korean.</li>
<li><a href="https://algospot.com">Algospot</a> - Korean.</li>
<li><a href="http://www.dovelet.com">Dovelet</a> - Korean.</li>
<li><a href="http://www.jungol.co.kr">JUNGOL</a> - Korean.</li>
<li><a href="http://koistudy.net">Koistudy</a> - Korean.</li>
<li><a href="http://codeup.kr">CodeUp</a> - Korean.</li>
<li><a href="http://codingdojang.com">Codingdojang</a> - Korean.</li>
<li><a href="https://programmers.co.kr/learn/challenges">Programmers</a>
- Korean.</li>
<li><a href="https://www.codeground.org">Codeground</a> - English,
Korean.</li>
<li><a href="https://www.swexpertacademy.com">SW Expert Academy</a> -
Korean.</li>
</ul>
<h2 id="visualizations">Visualizations</h2>
<ul>
<li><a href="http://algo-visualizer.jasonpark.me">Algorithm
Visualizer</a></li>
<li><a href="https://workshape.github.io/visual-graph-algorithms/">A
Visual Guide to Graph Traversal Algorithms</a></li>
<li><a href="https://visualgo.net">VisuAlgo</a> - English, Korean,
Chinese, Japanese.</li>
<li><a href="http://www.algomation.com">Algomation</a></li>
<li><a href="http://bost.ocks.org/mike/algorithms/">Algorithms
Visualization</a></li>
<li><a
href="https://www.cs.usfca.edu/~galles/visualization/Algorithms.html">Data
Structure Visualizations</a></li>
<li><a
href="https://www.toptal.com/developers/sorting-algorithms">Sorting
Algorithms Animations</a></li>
<li><a href="http://sorting.at">SORTING</a></li>
<li><a href="http://whocouldthat.be/visualizing-string-matching">String
Matching Visualization</a></li>
<li><a href="https://qiao.github.io/PathFinding.js/visual/">Path
Finding</a></li>
<li><a href="http://will.thimbleby.net/algorithms">Algorithm Wiki by
Will Thimbleby</a></li>
<li><a href="http://playground.tensorflow.org">TensorFlow
Playground</a></li>
<li><a href="https://github.com/enjalot/algovis">Tangle</a> - JavaScript
Programming Language.</li>
<li><a href="http://rosulek.github.io/vamonos">Vamonos</a> - JavaScript
Programming Language.</li>
<li><a href="http://panthema.net/2013/sound-of-sorting">The Sound of
Sorting</a> - C ++ Programming Language.</li>
<li><a href="http://www.aviz.fr/geneaquilts">GeneaQuilts</a> - Java
Programming Language.</li>
</ul>
<h2 id="interviews">Interviews</h2>
<ul>
<li><a href="https://www.interviewcake.com">Interview Cake</a></li>
<li><a
href="https://www.programcreek.com/2012/11/top-10-algorithms-for-coding-interview">Top
10 Algorithms for Coding Interview</a></li>
<li><a href="https://github.com/kdn251/interviews">Software Engineering
technical interviews</a></li>
<li><a href="https://github.com/yangshun/tech-interview-handbook">Tech
Interview Handbook</a></li>
<li><a
href="https://github.com/donnemartin/interactive-coding-challenges">Interactive
Python coding interview challenges</a></li>
</ul>
<h2 id="videos">Videos</h2>
<ul>
<li><a
href="https://www.ted.com/talks/kevin_slavin_how_algorithms_shape_our_world">How
algorithms shape our world</a> - Kevin Slavin.</li>
<li><a
href="https://www.youtube.com/playlist?list=PL01A89F4E9E5F3ADE">Algorithms</a>
- Oresoft LWC.</li>
<li><a
href="https://www.youtube.com/playlist?list=PLD9781AC5EBC9FA16">Computer
Sc - Programming and Data Structure</a> - Nptelhrd.</li>
<li><a
href="https://www.youtube.com/playlist?list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp">Design
and Analysis of Algorithms, 2015</a></li>
<li><a
href="https://www.youtube.com/playlist?list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb">Introduction
to Algorithms, 2011</a></li>
<li><a href="https://youtu.be/es2T6KY45cA">Merge Sort vs Quick
Sort</a></li>
<li><a href="https://youtu.be/kPRA0W1kECg">15 Sorting Algorithms in 6
Minutes</a></li>
<li><a
href="https://www.youtube.com/user/AlgoRythmics/videos">AlgoRythmics</a>
- Sapientia University.</li>
</ul>
<h2 id="books">Books</h2>
<ul>
<li><a href="https://github.com/liuxinyu95/AlgoXY">Elementary
Algorithms</a></li>
<li><a href="https://people.mpi-inf.mpg.de/~mehlhorn/Toolbox.html">Data
Structures and Algorithms</a></li>
<li><a href="http://www.digitalculture.or.kr/koi/StudyBook.do">Korea
Olympiad in Informatics</a></li>
<li><a
href="http://futuredata.stanford.edu/classes/cs345s/handouts/kitchin.pdf">Thinking
critically about and researching algorithms</a></li>
<li><a href="http://www.crackingthecodinginterview.com">CRACKING the
CODING INTERVIEW</a> - <a
href="https://github.com/careercup/CtCI-6th-Edition">GitHub</a>, <a
href="https://www.quora.com/profile/Gayle-Laakmann-McDowell">Quora</a>.</li>
<li><a
href="https://www.pearsonhighered.com/program/Kleinberg-Algorithm-Design/PGM319216.html">Algorithm
Design</a></li>
<li><a href="http://algs4.cs.princeton.edu/home/">Algorithms</a></li>
<li><a
href="http://mitpress.mit.edu/books/introduction-algorithms">Introduction
to Algorithms</a></li>
<li><a href="http://www.manning.com/bhargava">Grokking
Algorithms</a></li>
<li><a href="http://book.algospot.com">Algorithmic Problem Solving
Strategies</a> - Korean.</li>
</ul>
<h2 id="articles">Articles</h2>
<ul>
<li><a href="http://www.stoimen.com/category/algorithms">stoimen’s web
log</a></li>
<li><a
href="https://www.quora.com/What-are-the-best-and-efficient-ways-to-learn-algorithms-for-beginners">What
are the best and efficient ways to learn algorithms for
beginners?</a></li>
<li><a
href="https://www.quora.com/What-are-the-best-books-on-algorithms-and-data-structures">What
are the best books on algorithms and data structures?</a></li>
<li><a href="http://d2.naver.com/news/4850628">Study data for
algorithm</a> - Korean.</li>
</ul>
<h2 id="competitions">Competitions</h2>
<ul>
<li><a href="https://codingcompetitions.withgoogle.com/codejam">Google
Code Jam</a> - Google’s largest coding competition, calls on programmers
around the world to put their skills to the test by solving multiple
rounds of algorithmic puzzles.</li>
<li><a href="https://codingcompetitions.withgoogle.com/kickstart">Google
Kick Start</a> - University students looking to develop their coding
skills and potentially pursue a Google career.</li>
<li><a href="https://codingcompetitions.withgoogle.com/hashcode">Google
Hash Code</a> - Students in Africa, Europe, and the Middle East looking
to work as a team on real Google problems.</li>
<li><a href="https://summerofcode.withgoogle.com">Google Summer of
Code</a> - A global program focused on introducing students to open
source software development. Students work on a 3 month programming
project with an open source organization during their break from
university.</li>
</ul>
<h2 id="miscellaneous">Miscellaneous</h2>
<ul>
<li><a
href="https://github.com/lnishan/awesome-competitive-programming#readme">Competitive
Programming</a></li>
<li><a href="https://www.youtube.com/user/MIT/playlists">MIT
OpenCourseWare</a></li>
<li><a
href="http://oedb.org/open/search-results/?search-term=algorithm">OEDb(Open
Education Databases): Algorithm</a></li>
<li><a
href="https://github.com/bulutyazilim/awesome-datascience">Awesome Data
Science</a></li>
<li><a
href="https://github.com/josephmisiti/awesome-machine-learning">Awesome
Machine Learning</a></li>
<li><a href="http://rosettacode.org/wiki/Rosetta_Code">Rosetta Code</a>
- The idea is to present solutions to the same task in as many different
languages as possible, to demonstrate how languages are similar and
different, and to aid a person with a grounding in one approach to a
problem in learning another.</li>
<li><a href="https://code.org">Code.org</a> - Anybody can learn.</li>
<li><a href="https://checkio.org">CheckiO</a> - Online game for Python
and JavaScript coders.</li>
<li><a href="https://github.com/freefcw/hustoj-neo">HUST Online Judge
System</a> - Online Judge is a web application.</li>
<li><a href="https://goo.gl/qwgBAp">Tech stack for Baekjoon online
judge</a> - Korean / How to choose a technology stack for judge?</li>
</ul>
<h2 id="license">License</h2>
<p><a href="https://creativecommons.org/publicdomain/zero/1.0/"><img
src="https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/cc-zero.svg"
alt="CC0" /></a></p>
<p>To the extent possible under law, <a
href="https://github.com/gaerae">gaerae</a> has waived all copyright and
related or neighboring rights to this work.</p>
<p><a
href="https://github.com/gaerae/awesome-algorithms-education">algorithmseducation.md
Github</a></p>
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