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Algorithms and Data Structures Basics

By Ifeanyi Omeata

Updated
1 min read
Algorithms and Data Structures Basics
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Hi, I am a Software Developer of 3-4 years specialising in React, Javascript, Node, NextJS, Express, Python, Django, Fast API, SQL and a few other technology stack, with a good background in Networking and Cloud Infrastructure. I am working to become a DevOps Solutions Engineer and happily married to my long time girlfriend.


Here are the basic topics:


1. Linear Runtime
2. Logarithmic Runtime
3. Quadratic Runtime
4. Cubic Runtime
5. Quasilinear Runtime
6. Exponential Runtime
7. Factorial/Combinational Runtime


1. Linear Runtime


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Constant Time:

O(1)

Worse Case:

O(n)


2. Logarithmic Runtime


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O(log n)


3. Quadratic Runtime


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O(n2)


4. Cubic Runtime


>>Return to Menu

O(n3)


5. Quasilinear Runtime


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O(nlog n)


6. Exponential Runtime


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O(10n)


7. Factorial/Combinational Runtime


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O(n!)

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