Mastering Time Complexity in Algorithms 📊 | Easy Analysis & Tips

Time Complexity Algorithm Analysis

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★Recurrence Relation Made Easy: https://www.udemy.com/recurrence-relation-made-easy/learn/v4/overview

►Tree Traversal Videos:
(1) Preorder: https://youtu.be/9-JqWNwhEmQ
(2) Postorder: https://youtu.be/vFVkXpfJz94
(3) Inorder: https://youtu.be/BFw0S8EL0Es
(4) Tree Traversal Example: https://www.youtube.com/watch?v=sC2Am2nKkn4&t=16s

►Videos on Discrete Math Induction:
(1) Induction Summation: https://youtu.be/O-8Jn8bkh30
(2) Mathematical Induction Divisibility: https://youtu.be/218LXrxglmU
(3) Induction Recurrence Relation 1: https://youtu.be/t_3ACuzEe_8
(4) Induction Recurrence Relation 2: https://youtu.be/XWykCejG1Rk

►Videos on Logical Equivalence:
(0) Logical Equivalence: https://youtu.be/Wyd-PLf2mc0
(1) Tautology: https://youtu.be/N8yhE1GaaQc
(2) Tautology: https://www.youtube.com/watch?v=okZcT...
(3) Contradiction: https://www.youtube.com/watch?v=YXSYB...


►Videos on Big-O Asymptotics:
(1)Solve Big O: https://youtu.be/JVuHSouGKhk
(2)Solve Theta: https://youtu.be/Vzqaz4MDGvc
(3)Solve Big Omega: https://youtu.be/P2qHss2-aSQ
(4)Big O Notation Explained: https://youtu.be/V4e34F3a-Eg

►Summation Videos:
Closed Form Solution Summation: https://youtu.be/7qaGjr-FIu0
Algorithm Analysis Summation: https://youtu.be/ACnD4e9Dd2Y
Summation / Sigma Notation: https://youtu.be/TY7tgPe2hQY
Summation Closed Form Solution: https://youtu.be/HmRxPlV_nWo
Evaluate The Summation: https://youtu.be/NN5NVKEhjMQ
Time Complexity of Code using summations: https://youtu.be/4XkHbNi1ZL4

►Recurrence Relation Videos:
Recurrence Relation Proof by Induction: https://youtu.be/t_3ACuzEe_8
Recurrence Relation Run Time by Induction: https://youtu.be/XWykCejG1Rk
Recurrence Tree: https://youtu.be/vQt6ryhkYI0

►Big O, Big Omega, Big Theta Limit Videos:
(1) Solve Big Omega by Limits:
https://youtu.be/TPhV3xgEmHc
(2)Solve Big O by Limits:
https://youtu.be/QhpfLwe-ERM
(3) Prove Little-o By Limits:
https://youtu.be/CjAiht0yt1s
(4) Solve Big Theta By Limits:
https://youtu.be/lYykfmeKuA0


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♥Helpful Books:
►Algorithm Analysis Books:
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►Discrete Mathematics Workbooks:
(1) Practice Problems In Discrete Mathematics - https://www.amazon.com/gp/product/0130458031/ref=as_li_tl?ie=UTF8&tag=everythingc06-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=0130458031&linkId=5ec571a3f11c8356c4a977dd95945e21

(2)Discrete Mathematics Workbook - https://www.amazon.com/gp/product/0130463272/ref=as_li_tl?ie=UTF8&tag=everythingc06-20&camp=1789&creative=9325&linkCode=as2&creativeASIN=0130463272&linkId=722a147e4912843adb18019b7a08a7e4