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Coursera Algorithm Design Analysis

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Coursera- Algorithm Design & Analysis 1

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Total Size

1.5 GB

Total Files

149

Hash

D7BDB6A29702CB5B6E2B082BA08410247A3689B0

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1 - 1 - Why Study Algorithms _ (4 min).mp4

8.4 MB

1 - 2 - Integer Multiplication (9 min).mp4

17.7 MB

1 - 3 - Karatsuba Multiplication (13 min).mp4

22.7 MB

1 - 4 - About the Course (17 min).mp4

18.2 MB

1 - 5 - Merge Sort_ Motivation and Example (9 min).mp4

11.2 MB

1 - 6 - Merge Sort_ Pseudocode (13 min).mp4

15.7 MB

1 - 7 - Merge Sort_ Analysis (9 min).mp4

11.9 MB

1 - 8 - Guiding Principles for Analysis of Algorithms (15 min).mp4

18.9 MB

10 - 1 - Graph Search - Overview (23 min).mp4

24.4 MB

10 - 2 - Breadth-First Search (BFS)_ The Basics (14 min).mp4

15.0 MB

10 - 3 - BFS and Shortest Paths (8 min).mp4

8.3 MB

10 - 4 - BFS and Undirected Connectivity (13 min).mp4

14.4 MB

10 - 5 - Depth-First Search (DFS)_ The Basics (7 min).mp4

7.5 MB

10 - 6 - Topological Sort (22 min).mp4

23.2 MB

10 - 7 - Computing Strong Components_ The Algorithm (29 min).mp4

30.9 MB

10 - 8 - Computing Strong Components_ The Analysis (26 min).mp4

28.1 MB

10 - 9 - Structure of the Web [Optional] (19 min).mp4

19.5 MB

11 - 1 - Dijkstra_'s Shortest-Path Algorithm (21 min).mp4

22.0 MB

11 - 2 - Dijkstra_'s Algorithm_ Examples (13 min).mp4

13.5 MB

11 - 3 - Correctness of Dijkstra_'s Algorithm [Advanced - Optional] (19 min).mp4

21.3 MB

11 - 4 - Dijkstra_'s Algorithm_ Implementation and Running Time (26 min).mp4

27.7 MB

12 - 1 - Data Structures_ Overview (5 min).mp4

4.9 MB

12 - 2 - Heaps_ Operations and Applications (18 min).mp4

19.5 MB

12 - 3 - Heaps_ Implementation Details [Advanced - Optional] (21 min).mp4

21.9 MB

13 - 1 - Balanced Search Trees_ Operations and Applications (11 min).mp4

11.5 MB

13 - 2 - Binary Search Tree Basics, Part I (13 min).mp4

13.9 MB

13 - 3 - Binary Search Tree Basics, Part II (30 min).mp4

31.4 MB

13 - 4 - Red-Black Trees (21 min).mp4

22.9 MB

13 - 5 - Rotations [Advanced - Optional] (8 min).mp4

10.8 MB

13 - 6 - Insertion in a Red-Black Tree [Advanced] (15 min).mp4

21.8 MB

14 - 1 - Hash Tables_ Operations and Applications (19 min).mp4

20.7 MB

14 - 2 - Hash Tables_ Implementation Details, Part I (19 min).mp4

20.8 MB

14 - 3 - Hash Tables_ Implementation Details, Part II (22 min).mp4

23.6 MB

15 - 1 - Pathological Data Sets and Universal Hashing Motivation (22 min).mp4

23.6 MB

15 - 2 - Universal Hashing_ Definition and Example [Advanced - Optional] (26 min).mp4

27.4 MB

15 - 3 - Universal Hashing_ Analysis of Chaining [Advanced - Optional] (19 min).mp4

19.4 MB

15 - 4 - Hash Table Performance with Open Addressing [Advanced - Optional] (16 min).mp4

16.4 MB

16 - 1 - Bloom Filters_ The Basics (16 min).mp4

16.2 MB

16 - 2 - Bloom Filters_ Heuristic Analysis (13 min).mp4

14.2 MB

17 - 1 - Application_ Internet Routing [Optional] (11 min).mp4

14.5 MB

17 - 2 - Application_ Sequence Alignment [Optional] (9 min).mp4

11.6 MB

17 - 3 - Introduction to Greedy Algorithms [Optional] (13 min).mp4

18.9 MB

17 - 4 - Huffman Codes_ Introduction and Motivation [Optional] (9 min).mp4

12.5 MB

17 - 5 - Principles of Dynamic Programming [Optional] (8 min).mp4

12.9 MB

17 - 6 - The P vs. NP Question [Optional] (9 min).mp4

15.0 MB

17 - 7 - Algorithmic Approaches to NP-Complete Problems [Optional] (13 min).mp4

20.8 MB

2 - 1 - The Gist (14 min).mp4

29.0 MB

2 - 2 - Big-Oh Notation (4 min).mp4

4.3 MB

2 - 3 - Basic Examples (7 min).mp4

7.7 MB

2 - 4 - Big Omega and Theta (7 min).mp4

7.9 MB

2 - 5 - Additional Examples [Review - Optional] (8 min).mp4

8.1 MB

3 - 1 - O(n log n) Algorithm for Counting Inversions I (13 min).mp4

13.5 MB

3 - 2 - O(n log n) Algorithm for Counting Inversions II (17 min).mp4

18.0 MB

3 - 3 - Strassen_'s Subcubic Matrix Multiplication Algorithm (22 min).mp4

24.7 MB

3 - 4 - O(n log n) Algorithm for Closest Pair I [Advanced - Optional] (32 min).mp4

38.0 MB

3 - 5 - O(n log n) Algorithm for Closest Pair II [Advanced - Optional] (19 min).mp4

21.1 MB

4 - 1 - Motivation (8 min).mp4

8.7 MB

4 - 2 - Formal Statement (10 min).mp4

10.9 MB

4 - 3 - Examples (13 min).mp4

15.1 MB

4 - 4 - Proof I (10 min).mp4

12.0 MB

4 - 5 - Interpretation of the 3 Cases (11 min).mp4

13.8 MB

4 - 6 - Proof II (16 min).mp4

17.4 MB

5 - 1 - Quicksort_ Overview (12 min).mp4

12.8 MB

5 - 2 - Partitioning Around a Pivot (25 min).mp4

26.1 MB

5 - 3 - Correctness of Quicksort [Review - Optional] (11 min).mp4

12.4 MB

5 - 4 - Choosing a Good Pivot (22min).mp4

28.9 MB

6 - 1 - Analysis I_ A Decomposition Principle [Advanced - Optional] (22 min).mp4

22.7 MB

6 - 2 - Analysis II_ The Key Insight [Advanced - Optional] (12min).mp4

12.6 MB

6 - 3 - Analysis III_ Final Calculations [Advanced - Optional] (9min).mp4

9.4 MB

7 - 1 - Part I [Review - Optional] (25 min).mp4

26.7 MB

7 - 2 - Part II [Review - Optional] (17 min).mp4

18.1 MB

8 - 1 - Randomized Selection - Algorithm (22 min).mp4

22.4 MB

8 - 2 - Randomized Selection - Analysis (21 min).mp4

21.6 MB

8 - 3 - Deterministic Selection - Algorithm [Advanced - Optional] (17 min).mp4

18.4 MB

8 - 4 - Deterministic Selection - Analysis I [Advanced - Optional] (22 min).mp4

23.9 MB

8 - 5 - Deterministic Selection - Analysis II [Advanced - Optional] (13 min).mp4

13.5 MB

8 - 6 - Omega(n log n) Lower Bound for Comparison-Based Sorting [Advanced - Optional] (13 min).mp4

14.3 MB

9 - 1 - Graphs and Minimum Cuts (16 min).mp4

15.9 MB

9 - 2 - Graph Representations (14 min).mp4

16.4 MB

9 - 3 - Random Contraction Algorithm (9 min).mp4

8.7 MB

9 - 4 - Analysis of Contraction Algorithm (30 min).mp4

31.3 MB

9 - 5 - Counting Minimum Cuts (7 min).mp4

7.8 MB

algo-about_typed.pdf

749.0 KB

algo-asymptotic1_typed.pdf

831.5 KB

algo-asymptotic2_typed.pdf

345.7 KB

algo-asymptotic3_typed.pdf

1.0 MB

algo-asymptotic4_typed.pdf

842.1 KB

algo-closest1_typed.pdf

2.2 MB

algo-closest2_typed.pdf

4.1 MB

algo-dijkstra-basics_typed.pdf

443.1 KB

algo-dijkstra-correctness_typed.pdf

444.3 KB

algo-dijkstra-runtime_typed.pdf

453.6 KB

algo-ds-bloom-typed.pdf

190.3 KB

algo-ds-hash-basics_typed.pdf

229.0 KB

algo-ds-hash-guts_typed.pdf

1.7 MB

algo-ds-hash-universal-2_typed.pdf

790.4 KB

algo-ds-hash-universal1-typed.pdf

125.1 KB

algo-ds-hash-universal3-typed.pdf

378.6 KB

algo-ds-hash-universal4-typed.pdf

156.1 KB

algo-ds-heaps-basics_typed.pdf

226.2 KB

algo-ds-heaps-guts_typed.pdf

1.1 MB

algo-ds-overview_typed.pdf

197.5 KB

algo-ds-trees-basics-typed.pdf

468.5 KB

algo-ds-trees-ops-typed.pdf

125.5 KB

algo-ds-trees-redblack-typed.pdf

252.6 KB

algo-graphs-bfs_typed.pdf

2.8 MB

algo-graphs-dfs_typed.pdf

2.2 MB

algo-graphs-scc_typed.pdf

1.6 MB

algo-graphs-sccanalysis_typed.pdf

473.5 KB

algo-graphs-search_typed.pdf

2.1 MB

algo-graphs-web_typed.pdf

251.4 KB

algo-guiding_typed.pdf

567.3 KB

algo-inversions1_typed.pdf

937.1 KB

algo-inversions2_typed.pdf

463.2 KB

algo-karger-algorithm_typed.pdf

641.9 KB

algo-karger-analysis_typed.pdf

628.0 KB

algo-karger-counting_typed.pdf

286.2 KB

algo-karger-overview_typed.pdf

508.6 KB

algo-karger-representations_typed.pdf

472.4 KB

algo-master1_typed.pdf

467.6 KB

algo-master2_typed.pdf

370.9 KB

algo-master3_typed.pdf

875.7 KB

algo-master4_typed.pdf

967.0 KB

algo-master5_typed.pdf

283.6 KB

algo-master6_typed.pdf

845.5 KB

algo-merge1_typed.pdf

713.9 KB

algo-merge2_typed.pdf

679.8 KB

algo-merge3_typed.pdf

737.8 KB

algo-prob_review1_typed.pdf

1.6 MB

algo-prob_review2_typed.pdf

1.3 MB

algo-qsort-analysis1_typed.pdf

1.5 MB

algo-qsort-analysis2_typed.pdf

308.6 KB

algo-qsort-analysis3_typed.pdf

1.0 MB

algo-qsort-correctness_typed.pdf

1.1 MB

algo-qsort-intro_typed.pdf

1.4 MB

algo-qsort-partition_typed.pdf

4.1 MB

algo-qsort-pivot_typed.pdf

1.5 MB

algo-select-dalgorithm_typed.pdf

1.8 MB

algo-select-danalysis2_typed.pdf

312.6 KB

algo-select-danalysis_typed.pdf

2.3 MB

algo-select-ralgorithm_typed.pdf

2.0 MB

algo-select-ranalysis_typed.pdf

2.1 MB

algo-select-sortinglb_typed.pdf

276.5 KB

algo-strassen_typed.pdf

1.9 MB

algo1-aa-gist_typed.pdf

280.0 KB

algo1-intro2_typed.pdf

625.6 KB

algo1-intro3_typed.pdf

693.4 KB

redblack1_typed.pdf

103.2 KB

redblack2_typed.pdf

111.6 KB

 

Total files 149


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