Time & Space Complexity Complete Tutorial For Coding Interviews

Hi,
In this video I explain Time & Space Complexity In Detail.
We go over multiple scenarios to understand time complexity and space complexity in detail.

I am Pratik Singhal. I am a software developer @ Amazon and you can connect with me at https://linkedin.com/in/ps06756

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00:00:00 What is algorithm analysis ?
00:04:22 What is relative analysis ?
00:11:45 Some terms related to algorithm analysis
00:15:08 Computing Time Complexity Example 1
00:23:57 Common Big - O Notation
00:32:28 Checking if Big - O Notation is acceptable
00:41:12 Time complexity for loop example 1
00:45:55 Time complexity example 2
00:51:34 Time complexity example 3
00:55:59 Time complexity example 4
00:59:25 Myths about time complexity
01:04:00 What is log and what makes it so powerful
01:11:53 Useful identities related to log
01:18:37 Logarithm Loop Example 1
01:25:24 Logarithm Loop Example 2
01:32:06 Logarithm Loop Example 3
01:40:01 Nested Independent Loop Example 1
01:46:51 Nested Independent Loop Example 2
01:50:42 Nested Dependent Loop Example 1
01:57:36 Calculating Space Complexity
02:08:56 Calculating time complexity of recursive cases
02:17:08 Space complexity calculation simple case
02:22:05 Recursive Time Complexity Example 2
02:33:58 Recursive Space Complexity Example
02:37:31 Time complexity live demonstration

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