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@@ -67,111 +67,120 @@ If you want to be a reliability engineer or operations engineer, study more from
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## Table of Contents
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-- [Coding Interview University](#coding-interview-university)
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- - [What is it?](#what-is-it)
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- - [Table of Contents](#table-of-contents)
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- - [Additional Resources](#additional-resources)
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- - [Why use it?](#why-use-it)
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- - [How to use it](#how-to-use-it)
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- - [Don't feel you aren't smart enough](#dont-feel-you-arent-smart-enough)
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- - [About Video Resources](#about-video-resources)
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- - [Interview Process & General Interview Prep](#interview-process--general-interview-prep)
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- - [Pick One Language for the Interview](#pick-one-language-for-the-interview)
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- - [Book List](#book-list)
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- - [Interview Prep](#interview-prep)
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- - [If you have tons of extra time:](#if-you-have-tons-of-extra-time)
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- - [Language Specific](#language-specific)
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- - [C++](#c)
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- - [Java](#java)
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- - [Python](#python)
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- - [Before you Get Started](#before-you-get-started)
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- - [1. You Won't Remember it All](#1-you-wont-remember-it-all)
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- - [2. Use Flashcards](#2-use-flashcards)
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- - [3. Start doing coding interview questions while you're learning data structures and algorithms](#3-start-doing-coding-interview-questions-while-youre-learning-data-structures-and-algorithms)
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- - [4. Review, review, review](#4-review-review-review)
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- - [5. Focus](#5-focus)
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- - [What you won't see covered](#what-you-wont-see-covered)
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- - [The Daily Plan](#the-daily-plan)
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- - [Prerequisite Knowledge](#prerequisite-knowledge)
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- - [Algorithmic complexity / Big-O / Asymptotic analysis](#algorithmic-complexity--big-o--asymptotic-analysis)
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- - [Data Structures](#data-structures)
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- - [More Knowledge](#more-knowledge)
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- - [Trees](#trees)
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- - [Sorting](#sorting)
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- - [Graphs](#graphs)
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- - [Even More Knowledge](#even-more-knowledge)
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- - [System Design, Scalability, Data Handling](#system-design-scalability-data-handling)
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- - [Final Review](#final-review)
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- - [Coding Question Practice](#coding-question-practice)
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- - [Coding exercises/challenges](#coding-exerciseschallenges)
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- - [Once you're closer to the interview](#once-youre-closer-to-the-interview)
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- - [Your Resume](#your-resume)
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- - [Be thinking of for when the interview comes](#be-thinking-of-for-when-the-interview-comes)
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- - [Have questions for the interviewer](#have-questions-for-the-interviewer)
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- - [Once You've Got The Job](#once-youve-got-the-job)
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- - [Additional Books](#additional-books)
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- - [Additional Learning](#additional-learning)
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- - [Additional Detail on Some Subjects](#additional-detail-on-some-subjects)
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- - [Video Series](#video-series)
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- - [Computer Science Courses](#computer-science-courses)
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- - [Algorithms implementation](#algorithms-implementation)
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- - [Papers](#papers)
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- - [LICENSE](#license)
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+- [What is it?](#what-is-it)
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+- [Why use it?](#why-use-it)
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+- [How to use it](#how-to-use-it)
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+- [Don't feel you aren't smart enough](#dont-feel-you-arent-smart-enough)
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+- [About Video Resources](#about-video-resources)
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+- [Interview Process & General Interview Prep](#interview-process--general-interview-prep)
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+- [Pick One Language for the Interview](#pick-one-language-for-the-interview)
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+- [Book List](#book-list)
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+- [Before you Get Started](#before-you-get-started)
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+- [What you Won't See Covered](#what-you-wont-see-covered)
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+- [The Daily Plan](#the-daily-plan)
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+- [Prerequisite Knowledge](#prerequisite-knowledge)
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+- [Algorithmic complexity / Big-O / Asymptotic analysis](#algorithmic-complexity--big-o--asymptotic-analysis)
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+- [Data Structures](#data-structures)
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+ - [Arrays](#arrays)
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+ - [Linked Lists](#linked-lists)
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+ - [Stack](#stack)
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+ - [Queue](#queue)
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+ - [Hash table](#hash-table)
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+- [More Knowledge](#more-knowledge)
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+ - [Binary search](#binary-search)
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+ - [Bitwise operations](#bitwise-operations)
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+- [Trees](#trees)
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+ - [Trees - Notes & Background](#trees---notes--background)
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+ - [Binary search trees: BSTs](#binary-search-trees-bsts)
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+ - [Heap / Priority Queue / Binary Heap](#heap--priority-queue--binary-heap)
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+ - balanced search trees (general concept, not details)
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+ - traversals: preorder, inorder, postorder, BFS, DFS
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+- [Sorting](#sorting)
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+ - selection
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+ - insertion
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+ - heapsort
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+ - quicksort
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+ - merge sort
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+- [Graphs](#graphs)
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+ - directed
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+ - undirected
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+ - adjacency matrix
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+ - adjacency list
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+ - traversals: BFS, DFS
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+- [Even More Knowledge](#even-more-knowledge)
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+ - [Recursion](#recursion)
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+ - [Dynamic Programming](#dynamic-programming)
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+ - [Object-Oriented Programming](#object-oriented-programming)
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+ - [Design Patterns](#design-patterns)
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+ - [Combinatorics (n choose k) & Probability](#combinatorics-n-choose-k--probability)
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+ - [NP, NP-Complete and Approximation Algorithms](#np-np-complete-and-approximation-algorithms)
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+ - [Caches](#caches)
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+ - [Processes and Threads](#processes-and-threads)
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+ - [Testing](#testing)
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+ - [Scheduling](#scheduling)
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+ - [String searching & manipulations](#string-searching--manipulations)
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+ - [Tries](#tries)
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+ - [Floating Point Numbers](#floating-point-numbers)
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+ - [Unicode](#unicode)
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+ - [Endianness](#endianness)
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+ - [Networking](#networking)
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+- [System Design, Scalability, Data Handling](#system-design-scalability-data-handling) (if you have 4+ years experience)
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+- [Final Review](#final-review)
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+- [Coding Question Practice](#coding-question-practice)
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+- [Coding exercises/challenges](#coding-exerciseschallenges)
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+- [Once you're closer to the interview](#once-youre-closer-to-the-interview)
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+- [Your Resume](#your-resume)
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+- [Be thinking of for when the interview comes](#be-thinking-of-for-when-the-interview-comes)
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+- [Have questions for the interviewer](#have-questions-for-the-interviewer)
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+- [Once You've Got The Job](#once-youve-got-the-job)
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---------------- Everything below this point is optional ----------------
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## Additional Resources
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-- [Coding Interview University](#coding-interview-university)
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- - [What is it?](#what-is-it)
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- - [Table of Contents](#table-of-contents)
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- - [Additional Resources](#additional-resources)
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- - [Why use it?](#why-use-it)
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- - [How to use it](#how-to-use-it)
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- - [Don't feel you aren't smart enough](#dont-feel-you-arent-smart-enough)
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- - [About Video Resources](#about-video-resources)
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- - [Interview Process & General Interview Prep](#interview-process--general-interview-prep)
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- - [Pick One Language for the Interview](#pick-one-language-for-the-interview)
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- - [Book List](#book-list)
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- - [Interview Prep](#interview-prep)
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- - [If you have tons of extra time:](#if-you-have-tons-of-extra-time)
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- - [Language Specific](#language-specific)
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- - [C++](#c)
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- - [Java](#java)
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- - [Python](#python)
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- - [Before you Get Started](#before-you-get-started)
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- - [1. You Won't Remember it All](#1-you-wont-remember-it-all)
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- - [2. Use Flashcards](#2-use-flashcards)
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- - [3. Start doing coding interview questions while you're learning data structures and algorithms](#3-start-doing-coding-interview-questions-while-youre-learning-data-structures-and-algorithms)
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- - [4. Review, review, review](#4-review-review-review)
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- - [5. Focus](#5-focus)
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- - [What you won't see covered](#what-you-wont-see-covered)
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- - [The Daily Plan](#the-daily-plan)
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- - [Prerequisite Knowledge](#prerequisite-knowledge)
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- - [Algorithmic complexity / Big-O / Asymptotic analysis](#algorithmic-complexity--big-o--asymptotic-analysis)
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- - [Data Structures](#data-structures)
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- - [More Knowledge](#more-knowledge)
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- - [Trees](#trees)
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- - [Sorting](#sorting)
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- - [Graphs](#graphs)
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- - [Even More Knowledge](#even-more-knowledge)
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- - [System Design, Scalability, Data Handling](#system-design-scalability-data-handling)
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- - [Final Review](#final-review)
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- - [Coding Question Practice](#coding-question-practice)
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- - [Coding exercises/challenges](#coding-exerciseschallenges)
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- - [Once you're closer to the interview](#once-youre-closer-to-the-interview)
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- - [Your Resume](#your-resume)
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- - [Be thinking of for when the interview comes](#be-thinking-of-for-when-the-interview-comes)
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- - [Have questions for the interviewer](#have-questions-for-the-interviewer)
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- - [Once You've Got The Job](#once-youve-got-the-job)
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- - [Additional Books](#additional-books)
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- - [Additional Learning](#additional-learning)
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- - [Additional Detail on Some Subjects](#additional-detail-on-some-subjects)
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- - [Video Series](#video-series)
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- - [Computer Science Courses](#computer-science-courses)
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- - [Algorithms implementation](#algorithms-implementation)
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- - [Papers](#papers)
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- - [LICENSE](#license)
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+- [Additional Books](#additional-books)
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+- [Additional Learning](#additional-learning)
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+ - [Compilers](#compilers)
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+ - [Emacs and vi(m)](#emacs-and-vim)
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+ - [Unix command line tools](#unix-command-line-tools)
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+ - [Information theory](#information-theory-videos)
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+ - [Parity & Hamming Code](#parity--hamming-code-videos)
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+ - [Entropy](#entropy)
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+ - [Cryptography](#cryptography)
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+ - [Compression](#compression)
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+ - [Computer Security](#computer-security)
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+ - [Garbage collection](#garbage-collection)
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+ - [Parallel Programming](#parallel-programming)
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+ - [Messaging, Serialization, and Queueing Systems](#messaging-serialization-and-queueing-systems)
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+ - [A*](#a)
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+ - [Fast Fourier Transform](#fast-fourier-transform)
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+ - [Bloom Filter](#bloom-filter)
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+ - [HyperLogLog](#hyperloglog)
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+ - [Locality-Sensitive Hashing](#locality-sensitive-hashing)
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+ - [van Emde Boas Trees](#van-emde-boas-trees)
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+ - [Augmented Data Structures](#augmented-data-structures)
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+ - [Balanced search trees](#balanced-search-trees)
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+ - AVL trees
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+ - Splay trees
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+ - Red/black trees
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+ - 2-3 search trees
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+ - 2-3-4 Trees (aka 2-4 trees)
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+ - N-ary (K-ary, M-ary) trees
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+ - B-Trees
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+ - [k-D Trees](#k-d-trees)
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+ - [Skip lists](#skip-lists)
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+ - [Network Flows](#network-flows)
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+ - [Disjoint Sets & Union Find](#disjoint-sets--union-find)
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+ - [Math for Fast Processing](#math-for-fast-processing)
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+ - [Treap](#treap)
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+ - [Linear Programming](#linear-programming-videos)
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+ - [Geometry, Convex hull](#geometry-convex-hull-videos)
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+ - [Discrete math](#discrete-math)
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+ - [Machine Learning](#machine-learning)
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+- [Additional Detail on Some Subjects](#additional-detail-on-some-subjects)
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+- [Video Series](#video-series)
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+- [Computer Science Courses](#computer-science-courses)
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+- [Papers](#papers)
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---
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ka_ueno