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Awesome Education
A curated list to learning and practicing about algorithm.
Here you can see meta information about this topic like the time we last updated this page, the original creator of the awesome list and a link to the original GitHub repository.
Thank you gaerae & contributors
View Topic on GitHub:
gaerae/awesome-algorithms-education
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Further filter the resources on this page by type (repository/other resource), number of stars on GitHub and time of last commit in months.
Introductory
Algorithm course ministred by Tomas Cormen and Devin Balkcom.
Intermediate
Python-based Algorithms course.
UC Berkeley(Lecture notes).
Part II focuses on graph- and string-processing algorithms.
Advanced
Paid Content. / Harvard University.
Paid Content. / Coursera(Stanford University).
Competitive programming
Learn and practice algorithms by solving challenges online.
Visualizations
collection of projects and links about algorithm visualization
Interactive visualisations for learning how graph traversal algorithms work
A dense article on Algorithms Visualization.
A visual representation on how algorithms such as A*, IDA*, Breadth-First-Search, Best-First-Search and others describe a path between two points A and B.
Interviews
Everything you need to know to get the job.
💯 Materials to help you rock your next coding interview
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Videos
Nptelhrd.
Books
Book of Elementary Algorithms and Data structures
GitHub](https://github.com/careercup/CtCI-6th-Edition), Quora.
Problems explained with Java, OO good practices, visualizations, and free online resources.
An illustrated book on algorithms with practical examples.
Articles
Competitions
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.
Miscellaneous
A curated list of awesome Competitive Programming, Algorithm and Data Structure resources
An awesome Data Science repository to learn and apply for real world problems.
A curated list of awesome Machine Learning frameworks, libraries and software.
HUST Online Judge System neo Version
A programming chrestomathy site which aims to present implementations of many algorithms and data structures in different programming languages.
Korean / How to choose a technology stack for judge?