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@ -129,6 +129,51 @@ software development/engineering roles.
### Topics of Study
- [Algorithmic complexity / Big-O / Asymptotic analysis](#algorithmic-complexity--big-o--asymptotic-analysis)
- [Data Structures](#data-structures)
- [Arrays](#arrays)
- [Linked Lists](#linked-lists)
- [Stack](#stack)
- [Queue](#queue)
- [Hash table](#hash-table)
- [More Knowledge](#more-knowledge)
- [Binary search](#binary-search)
- [Bitwise operations](#bitwise-operations)
- [Trees](#trees)
- [Trees - Notes & Background](#trees---notes--background)
- [Binary search trees: BSTs](#binary-search-trees-bsts)
- [Heap / Priority Queue / Binary Heap](#heap--priority-queue--binary-heap)
- balanced search trees (general concept, not details)
- traversals: preorder, inorder, postorder, BFS, DFS
- [Sorting](#sorting)
- selection
- insertion
- heapsort
- quicksort
- merge sort
- [Graphs](#graphs)
- directed
- undirected
- adjacency matrix
- adjacency list
- traversals: BFS, DFS
- [Even More Knowledge](#even-more-knowledge)
- [Recursion](#recursion)
- [Dynamic Programming](#dynamic-programming)
- [Design Patterns](#design-patterns)
- [Combinatorics (n choose k) & Probability](#combinatorics-n-choose-k--probability)
- [NP, NP-Complete and Approximation Algorithms](#np-np-complete-and-approximation-algorithms)
- [How computers process a program](#how-computers-process-a-program)
- [Caches](#caches)
- [Processes and Threads](#processes-and-threads)
- [Testing](#testing)
- [String searching & manipulations](#string-searching--manipulations)
- [Tries](#tries)
- [Floating Point Numbers](#floating-point-numbers)
- [Unicode](#unicode)
- [Endianness](#endianness)
- [Networking](#networking)
- [Final Review](#final-review)
### Getting the Job
@ -143,6 +188,51 @@ software development/engineering roles.
### Optional Extra Topics & Resources
- [Additional Books](#additional-books)
- [System Design, Scalability, Data Handling](#system-design-scalability-data-handling) (if you have 4+ years experience)
- [Additional Learning](#additional-learning)
- [Compilers](#compilers)
- [Emacs and vi(m)](#emacs-and-vim)
- [Unix command line tools](#unix-command-line-tools)
- [Information theory](#information-theory-videos)
- [Parity & Hamming Code](#parity--hamming-code-videos)
- [Entropy](#entropy)
- [Cryptography](#cryptography)
- [Compression](#compression)
- [Computer Security](#computer-security)
- [Garbage collection](#garbage-collection)
- [Parallel Programming](#parallel-programming)
- [Messaging, Serialization, and Queueing Systems](#messaging-serialization-and-queueing-systems)
- [A*](#a)
- [Fast Fourier Transform](#fast-fourier-transform)
- [Bloom Filter](#bloom-filter)
- [HyperLogLog](#hyperloglog)
- [Locality-Sensitive Hashing](#locality-sensitive-hashing)
- [van Emde Boas Trees](#van-emde-boas-trees)
- [Augmented Data Structures](#augmented-data-structures)
- [Balanced search trees](#balanced-search-trees)
- AVL trees
- Splay trees
- Red/black trees
- 2-3 search trees
- 2-3-4 Trees (aka 2-4 trees)
- N-ary (K-ary, M-ary) trees
- B-Trees
- [k-D Trees](#k-d-trees)
- [Skip lists](#skip-lists)
- [Network Flows](#network-flows)
- [Disjoint Sets & Union Find](#disjoint-sets--union-find)
- [Math for Fast Processing](#math-for-fast-processing)
- [Treap](#treap)
- [Linear Programming](#linear-programming-videos)
- [Geometry, Convex hull](#geometry-convex-hull-videos)
- [Discrete math](#discrete-math)
- [Machine Learning](#machine-learning)
- [Additional Detail on Some Subjects](#additional-detail-on-some-subjects)
- [Video Series](#video-series)
- [Computer Science Courses](#computer-science-courses)
- [Papers](#papers)
---
## Why use it?