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π Data Structure
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implement: by Linked List
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Evaluation: Postfix
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implement: by Array
Implement: by Linked List
operation: Insert
operation: Delete
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Priority
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Adt
Implement: by Linked List
Double-Ended
Set
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Queue
Queue
ADT
Pros
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Fast Union / Quick Find
Path Compression
Application
Map
Map
ADT
Tree
Tree
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Binary
Memory
Traversal: Threaded: Queueless
Traversal: Threaded: Stackless
Types
Expression
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XOR
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Binary Search
Binary Search
Create by Traversal
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Traversal
AVL
AVL
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Red-Black
Red-Black
Operation
Multiway
Multiway
B
B+
Generic
n-Ary
Variations
Graph
Graph
Representation
Representation
Adjacency: Matrix
Adjacency: List
Modelling
Modelling
Visualization
Visualization
Traversal
Traversal
Depth-First Traversal (DFS)
Breadth-First Traversal (BFS)
Sort
Sort
Topological
App
App
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Nine Tails
Weighted
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Representation
Modelling
Minimal Spanning Tree
Minimal Spanning Tree
Prim
Kruskal
Shortest Path
App
App
Weighted Nine Tails
File
File
Classification
Operation
Organization
Organization
Sequence
Sequence Index
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String
String
Hash Table
Tree: Binary Search
Tries
Tree: Ternary Search
Tree: Suffix
π Algorithm
π Algorithm
Design
Design
Classification
Class: by Implementation
Class: by Design Method
Classification: Other
Complexity
Complexity
Polynomial vs. Exponential
Decision: Problem
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Type
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Why
Format
Memory
recursionIteration
Case
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2^n
x^n
1 + 2 + … + n
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Why
Format
Memory
Case
Sort
Sort
Classification
Bubble
Selection
Selection: Recursive
Insertion
Shell
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Search
Search
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Interpolation
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String
Select
Select
Sort
Partition
Linear
k-Smallest Element
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Table: Comparison
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Hash
Hash
vs. Direct Address
Component
Table
Collision: Open Addressing
Collision: Separate Chaining
Load Factor
Rehash
Map with Hash
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When not Use
Technique
Bloom Filter
Code
Function
String
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Matching: Rabin-Karp
Matching: Finite Automata
KMP
Boyer-Moore
Greedy
Greedy
Strategy
Always works?
Implement
Pros
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Divide & Conquer
Divide & Conquer
Strategy
Always works?
Pros
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Theorem
Dynamic Programming
Dynamic Programming
Property
vs. Greedy vs. Divide & Conquer
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Implement
Longest Common Subsequence
Bitwise Programming
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𧬠Design Pattern
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Other
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πΈ System Design
Intro
Intro
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Latency and Throughput
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Proxy
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Store: Paradigm
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Stream
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Rate Limiting
Logging & Monitoring
MapReduce
HTTPS
API Design
Cloud Design Pattern
Cloud Design Pattern
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Circuit Breaker
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Competing Consumer
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External Configuration Store
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Gatekeeper
Endpoint Monitoring
Index Table
Leader Election
Materialized View
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Valet Key
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Distributed System
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Last update:
2022-11-29
Created:
2022-11-29
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