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RavindraBabu Ravula - GATE - 2021 - Algorithms - CoursesGhar
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1.Instruction Note
1. Read Me First.pdf
10.Zero by one Knapsack
1.Difference between fractional and 0-1 knapsack.m4v
2.Why greedy method fails in 0-1 knapsack.m4v
3.Substructure and Recursive equation.m4v
4.Recursion tree and unique subproblems.m4v
5.Example tracing out bottom up Dynamic programming algorithm.m4v
6.Bottom up Dynamic programming algorithm and analysis.m4v
11.Subset sum
1.Subset Sum Introduction.mp4
2.Example.mp4
12.Travelling salesman problem
1.Introduction to TSP.m4v
2.Detecting Optimal substructure.mp4
3.Bottom up dynamic programming algorithm.mp4
13.All pairs shortest path -- Floyd Warshall
1.Relationship between single source shortest path and all pairs shortest path.m4v
2.Optimal substructure.m4v
3.Example.mp4
4.Time complexity and space complexity of bottom up dynamic programming algorithm.mp4
5.Bottom Dynamic programming algorithm.mp4
14.NP Completeness (Not required for GATE) Complexity Classes
1.Introduction.m4v
10.Well know NP complete problems.mp4
2.Types of algorithms.m4v
3.some examples.m4v
4.Optimisation and Decision problems.mp4
5.We use only decision problems in NP completeness theory.mp4
6.Verfication algorithms.mp4
7.P NP Introduction.mp4
8.Polynomial time reduction algorithms.mp4
9.NP hard and NP complete problems.mp4
2.Time and Space analysis
1.Algorithms Lecture 1 -- Introduction to asymptotic notations.mkv
10.Example on Aggregate Analysis.m4v
2.Time complexity Analysis of iterative programs.mkv
3.Time analysis of recursive program.mkv
4.comparing various functions to analyse time complexity.mkv
5.Masters theorem.mkv
6.Analyzing Space complexity of iterative and recursive algorithms.mkv
7.Note.png
8.Amortized Analysis.mp4
9.Aggregate Analysis.m4v
3.Sorting Techniques
1.Insertion sort algorithm and analysis.mkv
13.Bubble sort algorithm.m4v
14.Example on Bubble sort.m4v
15.Time complenity analysis for bubble sort.m4v
16.Extract max increase key and insert key into heap.mkv
17.Bucket sort.m4v
18.Counting sort.m4v
19.Radix-sort(aid).mp4
2.Merge sort algorithm analysis and problems.mkv
20.Analysis of time complexity on radix -sort(AID).mp4
21.Algorithm of selection sort file.mp4
22.Analysis of selection sort file.mp4
3.Quick sort algorithm.mkv
4.Analysis of quick sort and problems on it.mkv
5.introduction to heaps.mkv
6.Max heapify algorithm and complete binary tree.mkv
7.Build max heap algorithm and analysis.mkv
9.Heap sort and analysis.m4v
4.Greedy algorithms
1.Introduction to Greedy algorithms.m4v
10.Prims algorithm implementation without min heap.m4v
11.Prims algorithm implement with min heap.m4v
12.Introduction to kruskal algorithm and examples on it.m4v
13.Kruskals algorithm using Disjoint sets.mp4
14.Example on kruskals using Disjoint sets.mp4
15.Amortized Analysis.mp4
16.Aggregate Analysis.mp4
17.Example on Aggregate Analysis.mp4
18.Data Structure for Disjoint Sets.mp4
19.Operations on Disjoint Sets.mp4
2.Greedy knap sack algorithm.m4v
20.Linked list representation of disjoint sets.mp4
21.Time complexity for linked list representation of Disjoint Sets.mp4
22.Amortized analysis of disjoint sets using linked list representation.mp4
23.Disjoint set forest.mp4
24.Union by rank.mp4
25.Analysis union by rank.mp4
26.Path compression.mp4
27.Time complexity using the Heuristics.mp4
28.Connected components using Disjoints.mp4
29.Example on connected components using Disjoint sets.mp4
3.Huffman codes.m4v
4.More examples on Huffman codes.m4v
5.Job sequencing with deadlines.m4v
6.Optimal merge Patterns video mistake at 10-03 mins.docx
7.Optimal merge patterns.m4v
8.Introduction to spanning trees and Kirchhoff theorem.m4v
9.MST and examples on prims algorithm.m4v
5.Dijkstra Algorithm
1.Dijkstra algorithm example1.mp4
2.Dijkstra algorithm example2.mp4
3.Dijkstra algorithm.mp4
4.Negative weight edges and dijkstra algorithm.mp4
6.Dynamic programming
1.Introduction to Dynamic programming.m4v
7.Matrix chain multiplication -- Dynamic Programming
1.matrix multiplication.m4v
2.chain multiplication introduction.m4v
3.Examples.m4v
4.Optimal substructure and Recursive equations.mp4
5.Recursion tree.mp4
6.Dynamic programming bottom up implementation.mp4
7.Top down dynamic programming memoization algorithm.mp4
8.Longest common subsequence
1.Introduction to LCS.m4v
2.Optimal substructure and Recursive equations.m4v
3.Recursion tree and unique sub problems.m4v
4.example 1.mp4
5.example 2.mp4
6.Bottom up Dynamic programming algorithm.mp4
9.Multi stage graph
1.Introduction to multi stage graph.mp4
2.Substructure and recursive equation.mp4
3.Bottom up Dynamic programming algorithm.mp4
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