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Non Comparison Based Sorting Algorithms Counting Sort Radix Sort Bucket Sort Complete Theory + PYQs + MCQs + Free PDF If you are preparing for SEBI Grade A Phase 2 Paper 2 IT Stream, this is the most complete and exam-focused lecture on Non Comparison Based Sorting Algorithms. This chapter is extremely important for SEBI IT because it tests: Time complexity analysis Conceptual clarity Range based logic Stability understanding Comparison vs non comparison sorting difference Space time tradeoffs Edge case scenarios In this lecture, everything is covered from basic to advanced level in structured exam-oriented format. Topics Covered in Detail Why Non Comparison Sorting Exists Lower bound of comparison sorting Why n log n cannot be beaten using comparisons Decision tree intuition When non comparison sorting becomes faster Counting Sort Complete Explanation Frequency array concept Stable implementation Time complexity O n plus k Space complexity analysis Handling negative numbers When k is much greater than n Practical use cases Common exam traps Radix Sort Deep Understanding Digit by digit sorting LSD approach MSD approach Why counting sort is used internally Time complexity O d into n plus k Base selection effect Stability requirement Exam-level conceptual questions Bucket Sort Full Analysis Uniform distribution assumption Average case complexity Worst case complexity When bucket sort becomes quadratic Real world scenarios Comparison with Comparison Based Sorting Why non comparison sorting can break n log n barrier Limitations Memory cost Range dependency When to use which algorithm PYQs Covered Conceptual previous year questions Stability based traps Time complexity comparison Range vs n based analysis Worst case scenarios Practice MCQs Included Exam level objective questions High difficulty conceptual traps SEBI pattern focused questions Free PDF Included Structured notes Revision friendly format Complete chapter summary Who Should Watch This SEBI Grade A IT aspirants RBI Grade B IT aspirants NABARD IT aspirants Regulatory body IT exam candidates Students preparing Data Structures and Algorithms If you complete all chapters in this playlist with PYQs and MCQs practice, you will be fully prepared for SEBI IT Phase 2 Paper 2. This course is designed after analyzing SEBI IT syllabus and question pattern deeply. You do not need multiple books if you follow this structured series seriously. Comment below which chapter should be uploaded next. Like, share and subscribe for complete SEBI Grade A IT preparation. #SEBIGradeA #SEBIIT #SEBIITPhase2 #SortingAlgorithms #CountingSort #RadixSort #BucketSort #DataStructures #SEBIPreparation #RBIGradeBIT #NABARDIT