Calculate Algorithm Time Complexity in Java ๐
Learn 7 key rules to find the time complexity f(n) of algorithms in Java DSA with practical examples.

Smart Programming
9.8K views โข Jul 8, 2025

About this video
๐ In this video, you'll learn the 7 golden rules to find the functional expression f(n) of any algorithm in Java DSA.
These rules are essential to calculate time complexity using Big O, Big Theta (ฮ), and Big Omega (ฮฉ) notations. Whether you're preparing for coding interviews or mastering Data Structures and Algorithms (DSA), this video will help you analyze and break down the performance of any algorithm step by step.
๐ง Rules to Find f(n) of Any Algorithm:
1๏ธโฃ Each simple statement takes 1 unit of time
2๏ธโฃ Constant values are treated as 1
3๏ธโฃ A loop running n times takes n units of time
4๏ธโฃ Ignore constants in final time complexity
5๏ธโฃ For nested loops, multiply their complexities
6๏ธโฃ For separate (non-nested) loops, add their complexities
7๏ธโฃ Drop lower-order terms in the final expression
โ What Youโll Learn:
โ How to calculate f(n) for any algorithm
โ How to derive time complexity step-by-step
โ Understanding time complexity with Java code
โ DSA rules used in Big O notation analysis
โ Real-world examples to understand complexity
โ What is Time Complexity and Space Complexity?
โ How to calculate Time Complexity of any Algorithm
โ Solved Questions
โ Time & Space Complexity
โ How to calculate Time Complexity step by step
โ Real-world examples of Time and Space Complexity
โ Java implementation and analysis
โ Tips to avoid TLE in competitive programming
โฑ๏ธ Timestamps / Video Chapters:
00:00 - Introduction
00:33 - Time & Space Complexity Important Points
04:30 - Rules to Calculate Time Complexity
05:04 - How to calculate Time Complexity of any Algorithm
20:43 - Time Complexity of an Algorithm + Solved Questions
27:36 - Time Solving Task
28:12 - Time Complexity Graph Representation
#dsacourse #datastructures #datastructureandalgorithm #datastructureinhindi
โพโผ๏ธ Useful Notes & Courses Linksโผ๏ธโพ
๐๐ป Free Notes : https://smartprogramming.in/tutorials/
๐๐ป Free Courses : https://smartprogramming.in/free-online-courses
๐๐ป Java Programming Course + Certificate (Upto 80% off) : https://smartprogramming.in/premium-courses
โพโผ๏ธ Youtube Free Playlists โผ๏ธโพ
๐๐ป Core Java : https://www.youtube.com/playlist?list=PLlhM4lkb2sEhfuXL-2BDrJ67WkUdQ2v9b
๐๐ป Core Java - Java SE 21 Version (2025) : https://www.youtube.com/playlist?list=PLlhM4lkb2sEjtoPRP2AfVGJWFoltwtDdx
๐๐ป Data Structures & Algorithms (DSA) : https://www.youtube.com/playlist?list=PLlhM4lkb2sEjyqHABtdVXppkbN7-SDJ_-
๐๐ป Advance Java : https://www.youtube.com/playlist?list=PLlhM4lkb2sEjVsbbZ_kiixY5CcR84IQUg
๐๐ป Spring Framework : https://www.youtube.com/playlist?list=PLlhM4lkb2sEgJDGj2zOJnp0y5A5E6li1k
๐๐ป Springboot : https://www.youtube.com/playlist?list=PLlhM4lkb2sEhcrb1-4eyDE-rXnGNVYsek
๐๐ป Git & GitHub : https://www.youtube.com/playlist?list=PLlhM4lkb2sEijMDkb-AEUO-kzDdqxMuxS
๐๐ป Python : https://www.youtube.com/playlist?list=PLlhM4lkb2sEjIWihTdQ3Z1ifaYVHAk5YC
โพโผ๏ธ Call & Whats App โผ๏ธโพ
๐ Call : +91 62838-30308 ; +91 98887-55565
โ Whats App 1 : https://wa.me/916283830308
โ Whats App 2 : https://wa.me/919888755565
โพโผ๏ธ Connect With Us On โผ๏ธโพ
๐๐ป Facebook Page : https://www.facebook.com/smartprogramming.india
๐๐ป Instagram : https://www.instagram.com/smart_programming
๐๐ป Telegram : https://t.me/smart_programming_deepak
๐๐ป Whats App : https://www.whatsapp.com/channel/0029Va6n2Gs42Dckpa2T1U1i
๐๐ป Amazon Store : https://www.amazon.in/shop/smartprogramming
These rules are essential to calculate time complexity using Big O, Big Theta (ฮ), and Big Omega (ฮฉ) notations. Whether you're preparing for coding interviews or mastering Data Structures and Algorithms (DSA), this video will help you analyze and break down the performance of any algorithm step by step.
๐ง Rules to Find f(n) of Any Algorithm:
1๏ธโฃ Each simple statement takes 1 unit of time
2๏ธโฃ Constant values are treated as 1
3๏ธโฃ A loop running n times takes n units of time
4๏ธโฃ Ignore constants in final time complexity
5๏ธโฃ For nested loops, multiply their complexities
6๏ธโฃ For separate (non-nested) loops, add their complexities
7๏ธโฃ Drop lower-order terms in the final expression
โ What Youโll Learn:
โ How to calculate f(n) for any algorithm
โ How to derive time complexity step-by-step
โ Understanding time complexity with Java code
โ DSA rules used in Big O notation analysis
โ Real-world examples to understand complexity
โ What is Time Complexity and Space Complexity?
โ How to calculate Time Complexity of any Algorithm
โ Solved Questions
โ Time & Space Complexity
โ How to calculate Time Complexity step by step
โ Real-world examples of Time and Space Complexity
โ Java implementation and analysis
โ Tips to avoid TLE in competitive programming
โฑ๏ธ Timestamps / Video Chapters:
00:00 - Introduction
00:33 - Time & Space Complexity Important Points
04:30 - Rules to Calculate Time Complexity
05:04 - How to calculate Time Complexity of any Algorithm
20:43 - Time Complexity of an Algorithm + Solved Questions
27:36 - Time Solving Task
28:12 - Time Complexity Graph Representation
#dsacourse #datastructures #datastructureandalgorithm #datastructureinhindi
โพโผ๏ธ Useful Notes & Courses Linksโผ๏ธโพ
๐๐ป Free Notes : https://smartprogramming.in/tutorials/
๐๐ป Free Courses : https://smartprogramming.in/free-online-courses
๐๐ป Java Programming Course + Certificate (Upto 80% off) : https://smartprogramming.in/premium-courses
โพโผ๏ธ Youtube Free Playlists โผ๏ธโพ
๐๐ป Core Java : https://www.youtube.com/playlist?list=PLlhM4lkb2sEhfuXL-2BDrJ67WkUdQ2v9b
๐๐ป Core Java - Java SE 21 Version (2025) : https://www.youtube.com/playlist?list=PLlhM4lkb2sEjtoPRP2AfVGJWFoltwtDdx
๐๐ป Data Structures & Algorithms (DSA) : https://www.youtube.com/playlist?list=PLlhM4lkb2sEjyqHABtdVXppkbN7-SDJ_-
๐๐ป Advance Java : https://www.youtube.com/playlist?list=PLlhM4lkb2sEjVsbbZ_kiixY5CcR84IQUg
๐๐ป Spring Framework : https://www.youtube.com/playlist?list=PLlhM4lkb2sEgJDGj2zOJnp0y5A5E6li1k
๐๐ป Springboot : https://www.youtube.com/playlist?list=PLlhM4lkb2sEhcrb1-4eyDE-rXnGNVYsek
๐๐ป Git & GitHub : https://www.youtube.com/playlist?list=PLlhM4lkb2sEijMDkb-AEUO-kzDdqxMuxS
๐๐ป Python : https://www.youtube.com/playlist?list=PLlhM4lkb2sEjIWihTdQ3Z1ifaYVHAk5YC
โพโผ๏ธ Call & Whats App โผ๏ธโพ
๐ Call : +91 62838-30308 ; +91 98887-55565
โ Whats App 1 : https://wa.me/916283830308
โ Whats App 2 : https://wa.me/919888755565
โพโผ๏ธ Connect With Us On โผ๏ธโพ
๐๐ป Facebook Page : https://www.facebook.com/smartprogramming.india
๐๐ป Instagram : https://www.instagram.com/smart_programming
๐๐ป Telegram : https://t.me/smart_programming_deepak
๐๐ป Whats App : https://www.whatsapp.com/channel/0029Va6n2Gs42Dckpa2T1U1i
๐๐ป Amazon Store : https://www.amazon.in/shop/smartprogramming
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Video Information
Views
9.8K
Likes
354
Duration
34:20
Published
Jul 8, 2025
User Reviews
4.6
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