Demystifying Code Analysis - Big O Notation, Asymptotic and Case Analysis in Technical Interviews

Code analysis is often one of the most intimidating portions of the technical interview. In this video, we break down the essential concepts of code analysis, including Big O Notation, Asymptotic Analysis, and Case Analysis, to help you quickly and correctly assess your code’s runtime and memory usage.

- Learn how to express algorithmic complexity using Big O Notation and decipher its implications on runtime and memory usage.

- Discover how to analyze the behavior of your code designs as input sizes grow, providing insights into scalability and performance.

- Master the art of dissecting the different runtime implications within a single piece of code using case analysis.

- Master the language and approach to fully understand and describe your design implications using the techniques of professional software engineers.

00:00 Introduction
00:53 What is Code Analysis?
05:56 Runtime Functions
09:34 Complexity Classes
20:43 Algorithmic Analysis
22:59 Code Modeling
27:25 Code Modeling Example
29:54 Asymptotic Analysis
34:50 Big O Definition
37:11 Case Analysis
41:40 Conclusion

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