Time & Space Complexity in Data Structures & Algorithms | Java DSA Vector Course ?

In this video we will learn about time and space complexity in DSA.
The Time complexity is a way of measuring how much time an algorithm takes to run as a function of the size of the input while on the other hand the space complexity is a way of measuring how much memory or space an algorithm takes to run as a function of the size of the input. It helps to optimize the use of resources and avoid memory issues.

Time Complexity helps to compare different algorithms and evaluate their performance. For example, an algorithm that takes linear time ( ) will run faster than an algorithm that takes quadratic time ( ) for large inputs.

Space Complexity example - an algorithm that takes constant space ( ) will use less memory than an algorithm that takes linear space ( ) for large inputs.
---------------------------------------------------------------------
0:00:00 Intro
0:02:30 What is Algorithm Analysis - Time & Space Complexity?
0:07:33 Factors Effect the Code Execution.
0:09:32 Types of Algorithm Analysis.
0:11:46 Time Complexity?
0:21:45 Asymptotic Notations in Time & Space Complexity.
0:22:35 Types of Algorithm Analysis (Best Case | Worst Case | Average Case)
0:25:52 Important point to remember.
0:26:50 Types of Asymptotic Notations (Big Oh, Omega, Theta)
0:31:52 Rules to find out the Time & Space Complexity of Algorithm Analysis.
0:37:20 Proof with Real-life Example on Time Complexity.
0:39:55 Analysis of Loops - Calculated time complexity.
1:00:50 Types of Time Functions.
1:05:13 Order of Time Complexity.
1:07:22 Trick to Avoid Time Limit Exceed (TLE).
1:09:34 TLE with Real life example.
1:15:00 Space Complexity.
1:22:36 Relation Between Time & Space Complexity.
1:25:03 Summarize whole lecture.
---------------------------------------------------------------------
Best Java DSA Course for placements & Internships at affordable price or pay after placement in the YouTube history. But Sorry yrrr yee free nahi ho sakta h ??.
You can pay me after getting job or when you can afford or in instalments.

JAVA DSA VECTOR Course for Placements - https://www.youtube.com/playlist?list=PLX9bvTDoPQkK4i3wh2ENbWDGQw4mljVhz

NEED HELP or WANT to JOIN our CodingWallah-Family ?
❤JOIN Our Open-Source Community - https://discord.com/invite/czkRnasjD9

☎ Reception Call Support ( 7pm - 9pm only ) - https://discord.gg/fH5UCxz3qW
??Reception Chat Support (Drop your Query at Anytime)- https://discord.gg/u3c2zPbePw

COMMUNITY SERVICES For All - FREE & PAID Both ?

?LIVE Lectures Access - https://www.youtube.com/@CodingWallah-Family/streams
⛑Setup Config Support - https://discord.gg/gFXAMYWy

⛑JAVA DOUBT Support - https://discord.gg/rbdDB7sn
⛑DSA DOUBT Support - https://discord.gg/5jwGFCq3Wt
⛑MENTOR Support from Industry Experts - https://discord.gg/8ZYPf2vr
⛑PROJECT Support - https://discord.gg/ZYCAGQZ9NH

?? Hi All, Agar Video Pasand Ayi Ho to ?? Please ?? LIKE kiye Bina Mat Jana?
And if you want to drop your valuable feedback to improve or any part of the video which you have enjoyed ?Alot or Help ⛑you alot.

Please feel Free to drop your comment ??

?? Thank you.

❤️ Best Regards,
From ShivamSharma & CodingWallah-Family