Torrent Info
Title Coursera - Algorithms part 1 (2013)
Category
Size 1.24GB

Files List
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001_1 - 1 - Introduction _ Why Study Algorithms.srt 27.77KB
001_1 - 1 - Introduction Why Study Algorithms (19 min).mp4 19.14MB
001_algo-intro_typed.pdf 729.13KB
002_1 - 2 - About the Course (17 min).mp4 17.37MB
002_1 - 2 - About the Course (17 min).srt 30.15KB
002_algo-about_typed.pdf 731.44KB
003_1 - 3 - Merge Sort_ Motivation and Example (9 min).srt 13.22KB
003_1 - 3 - Merge Sort Motivation and Example (9 min).mp4 10.68MB
003_algo-merge1_typed.pdf 697.13KB
004_1 - 4 - Merge Sort_ Pseudocode (13 min).srt 20.17KB
004_1 - 4 - Merge Sort Pseudocode (13 min).mp4 15.01MB
004_algo-merge2_typed.pdf 663.91KB
005_1 - 5 - Merge Sort_ Analysis (9 min).srt 13.82KB
005_1 - 5 - Merge Sort Analysis (9 min).mp4 11.31MB
005_algo-merge3_typed.pdf 720.55KB
006_1 - 6 - Guiding Principles for Analysis of Algorithms (15 min).mp4 17.99MB
006_1 - 6 - Guiding Principles for Analysis of Algorithms (15 min).srt 24.47KB
006_algo-guiding_typed.pdf 554.01KB
007_2 - 1 - Big-Oh Notation (4 min).mp4 4.13MB
007_2 - 1 - Big-Oh Notation (4 min).srt 6.34KB
007_algo-asymptotic1_typed.pdf 812.01KB
008_2 - 2 - Basic Examples (7 min).mp4 7.30MB
008_2 - 2 - Basic Examples (7 min).srt 11.05KB
008_algo-asymptotic2_typed.pdf 337.64KB
009_2 - 3 - Big Omega and Theta (7 min).mp4 7.49MB
009_2 - 3 - Big Omega and Theta (7 min).srt 11.72KB
009_algo-asymptotic3_typed.pdf 989.55KB
010_2 - 4 - Additional Examples [Review - Optional] (8 min).mp4 7.72MB
010_2 - 4 - Additional Examples [Review - Optional] (8 min).srt 11.99KB
010_algo-asymptotic4_typed.pdf 822.38KB
011_3 - 1 - O(n log n) Algorithm for Counting Inversions I (13 min).mp4 12.85MB
011_3 - 1 - O(n log n) Algorithm for Counting Inversions I (13 min).srt 20.08KB
011_algo-inversions1_typed.pdf 915.10KB
012_3 - 2 - O(n log n) Algorithm for Counting Inversions II (17 min).mp4 17.19MB
012_3 - 2 - O(n log n) Algorithm for Counting Inversions II (17 min).srt 27.25KB
012_algo-inversions2_typed.pdf 452.36KB
013_3 - 3 - Strassen's Subcubic Matrix Multiplication Algorithm (22 min).srt 31.38KB
013_3 - 3 - Strassens Subcubic Matrix Multiplication Algorithm (22 min).mp4 23.57MB
013_algo-strassen_typed.pdf 1.83MB
014_3 - 4 - O(n log n) Algorithm for Closest Pair I [Advanced - Optional] (32 min).mp4 36.22MB
014_3 - 4 - O(n log n) Algorithm for Closest Pair I [Advanced - Optional] (32 min).srt 51.98KB
014_algo-closest1_typed.pdf 2.08MB
015_3 - 5 - O(n log n) Algorithm for Closest Pair II [Advanced - Optional] (19 min).mp4 20.14MB
015_3 - 5 - O(n log n) Algorithm for Closest Pair II [Advanced - Optional] (19 min).srt 29.09KB
015_algo-closest2_typed.pdf 3.88MB
016_4 - 1 - Motivation (8 min).mp4 8.25MB
016_4 - 1 - Motivation (8 min).srt 12.29KB
016_algo-master1_typed.pdf 456.60KB
017_4 - 2 - Formal Statement (10 min).mp4 10.42MB
017_4 - 2 - Formal Statement (10 min).srt 14.43KB
017_algo-master2_typed.pdf 362.17KB
018_4 - 3 - Examples (13 min).mp4 14.40MB
018_4 - 3 - Examples (13 min).srt 19.15KB
018_algo-master3_typed.pdf 855.17KB
019_4 - 4 - Proof I (10 min).mp4 11.46MB
019_4 - 4 - Proof I (10 min).srt 15.32KB
019_algo-master4_typed.pdf 944.36KB
020_4 - 5 - Interpretation of the 3 Cases (11 min).mp4 13.11MB
020_4 - 5 - Interpretation of the 3 Cases (11 min).srt 17.23KB
020_algo-master5_typed.pdf 276.98KB
021_4 - 6 - Proof II (16 min).mp4 16.60MB
021_4 - 6 - Proof II (16 min).srt 24.44KB
021_algo-master6_typed.pdf 825.66KB
022_5 - 1 - Quicksort_ Overview (12 min).srt 17.73KB
022_5 - 1 - Quicksort Overview (12 min).mp4 12.19MB
022_algo-qsort-intro_typed.pdf 1.30MB
023_5 - 2 - Partitioning Around a Pivot (25 min).mp4 24.84MB
023_5 - 2 - Partitioning Around a Pivot (25 min).srt 36.76KB
023_algo-qsort-partition_typed.pdf 3.87MB
024_5 - 3 - Correctness of Quicksort [Review - Optional] (11 min).mp4 11.82MB
024_5 - 3 - Correctness of Quicksort [Review - Optional] (11 min).srt 13.97KB
024_algo-qsort-correctness_typed.pdf 1.03MB
025_5 - 4 - Choosing a Good Pivot (22min).mp4 21.74MB
025_5 - 4 - Choosing a Good Pivot (22min).srt 34.93KB
025_algo-qsort-pivot_typed.pdf 1.46MB
026_6 - 1 - Analysis I_ A Decomposition Principle [Advanced - Optional] (22 min).srt 33.27KB
026_6 - 1 - Analysis I A Decomposition Principle [Advanced - Optional] (22 min).mp4 21.65MB
026_algo-qsort-analysis1_typed.pdf 1.40MB
027_6 - 2 - Analysis II_ The Key Insight [Advanced - Optional] (12min).srt 17.34KB
027_6 - 2 - Analysis II The Key Insight [Advanced - Optional] (12min).mp4 11.98MB
027_algo-qsort-analysis2_typed.pdf 301.39KB
028_6 - 3 - Analysis III_ Final Calculations [Advanced - Optional] (9min).srt 12.13KB
028_6 - 3 - Analysis III Final Calculations [Advanced - Optional] (9min).mp4 8.92MB
028_algo-qsort-analysis3_typed.pdf 999.48KB
029_7 - 1 - Part I [Review - Optional] (25 min).mp4 25.42MB
029_7 - 1 - Part I [Review - Optional] (25 min).srt 40.88KB
029_algo-prob_review1_typed.pdf 1.54MB
030_7 - 2 - Part II [Review - Optional] (17 min).mp4 17.26MB
030_7 - 2 - Part II [Review - Optional] (17 min).srt 24.42KB
030_algo-prob_review2_typed.pdf 1.21MB
031_8 - 1 - Randomized Selection - Algorithm (22 min).mp4 21.40MB
031_8 - 1 - Randomized Selection - Algorithm (22 min).srt 35.55KB
031_algo-select-ralgorithm_typed.pdf 1.94MB
032_8 - 2 - Randomized Selection - Analysis (21 min).mp4 20.62MB
032_8 - 2 - Randomized Selection - Analysis (21 min).srt 31.21KB
032_algo-select-ranalysis_typed.pdf 2.05MB
033_8 - 3 - Deterministic Selection - Algorithm [Advanced - Optional] (17 min).mp4 17.55MB
033_8 - 3 - Deterministic Selection - Algorithm [Advanced - Optional] (17 min).srt 27.79KB
033_algo-select-dalgorithm_typed.pdf 1.70MB
034_8 - 4 - Deterministic Selection - Analysis I [Advanced - Optional] (22 min).mp4 22.82MB
034_8 - 4 - Deterministic Selection - Analysis I [Advanced - Optional] (22 min).srt 32.71KB
034_algo-select-danalysis_typed.pdf 2.22MB
035_8 - 5 - Deterministic Selection - Analysis II [Advanced - Optional] (13 min).mp4 12.83MB
035_8 - 5 - Deterministic Selection - Analysis II [Advanced - Optional] (13 min).srt 20.40KB
035_algo-select-danalysis2_typed.pdf 305.30KB
036_8 - 6 - Omega(n log n) Lower Bound for Comparison-Based Sorting [Advanced - Optional] (13 min).mp4 13.68MB
036_8 - 6 - Omega(n log n) Lower Bound for Comparison-Based Sorting [Advanced - Optional] (13 min).srt 22.29KB
036_algo-select-sortinglb_typed.pdf 269.98KB
037_9 - 1 - Graphs and Minimum Cuts (16 min).mp4 15.21MB
037_9 - 1 - Graphs and Minimum Cuts (16 min).srt 23.86KB
037_algo-karger-overview_typed.pdf 496.72KB
038_9 - 2 - Graph Representations (14 min).mp4 15.69MB
038_9 - 2 - Graph Representations (14 min).srt 21.74KB
038_algo-karger-representations_typed.pdf 461.31KB
039_9 - 3 - Random Contraction Algorithm (9 min).mp4 8.28MB
039_9 - 3 - Random Contraction Algorithm (9 min).srt 13.57KB
039_algo-karger-algorithm_typed.pdf 626.84KB
040_9 - 4 - Analysis of Contraction Algorithm (30 min).mp4 29.87MB
040_9 - 4 - Analysis of Contraction Algorithm (30 min).srt 42.61KB
040_algo-karger-analysis_typed.pdf 613.31KB
041_9 - 5 - Counting Minimum Cuts (7 min).mp4 7.41MB
041_9 - 5 - Counting Minimum Cuts (7 min).srt 9.55KB
041_algo-karger-counting_typed.pdf 279.53KB
042_10 - 1 - Graph Search - Overview (23 min).mp4 23.25MB
042_10 - 1 - Graph Search - Overview (23 min).srt 38.09KB
042_algo-graphs-search_typed.pdf 1.99MB
043_10 - 2 - Breadth-First Search (BFS)_ The Basics (14 min).srt 22.23KB
043_10 - 2 - Breadth-First Search (BFS) The Basics (14 min).mp4 14.28MB
043_algo-graphs-bfs_typed.pdf 2.70MB
044_10 - 3 - BFS and Shortest Paths (8 min).mp4 7.90MB
044_10 - 3 - BFS and Shortest Paths (8 min).srt 11.84KB
044_algo-graphs-dfs_typed.pdf 2.09MB
045_10 - 4 - BFS and Undirected Connectivity (13 min).mp4 13.70MB
045_10 - 4 - BFS and Undirected Connectivity (13 min).srt 22.09KB
045_algo-graphs-scc_typed.pdf 1.51MB
046_10 - 5 - Depth-First Search (DFS)_ The Basics (7 min).srt 12.27KB
046_10 - 5 - Depth-First Search (DFS) The Basics (7 min).mp4 7.16MB
046_algo-graphs-sccanalysis_typed.pdf 462.39KB
047_10 - 6 - Topological Sort (22 min).mp4 22.08MB
047_10 - 6 - Topological Sort (22 min).srt 33.11KB
047_algo-graphs-web_typed.pdf 245.49KB
048_10 - 7 - Computing Strong Components_ The Algorithm (29 min).srt 46.18KB
048_10 - 7 - Computing Strong Components The Algorithm (29 min).mp4 29.50MB
048_algo-dijkstra-basics_typed.pdf 432.73KB
049_10 - 8 - Computing Strong Components_ The Analysis (26 min).srt 39.50KB
049_10 - 8 - Computing Strong Components The Analysis (26 min).mp4 26.77MB
049_algo-dijkstra-correctness_typed.pdf 433.84KB
050_10 - 9 - Structure of the Web [Optional] (19 min).mp4 18.63MB
050_10 - 9 - Structure of the Web [Optional] (19 min).srt 29.35KB
050_algo-dijkstra-runtime_typed.pdf 442.96KB
051_11 - 1 - Dijkstra's Shortest-Path Algorithm (21 min).srt 32.16KB
051_11 - 1 - Dijkstras Shortest-Path Algorithm (21 min).mp4 20.96MB
051_algo-ds-overview_typed.pdf 192.87KB
052_11 - 2 - Dijkstra's Algorithm_ Examples (13 min).srt 18.84KB
052_11 - 2 - Dijkstras Algorithm Examples (13 min).mp4 12.88MB
052_algo-ds-heaps-basics_typed.pdf 220.89KB
053_11 - 3 - Correctness of Dijkstra's Algorithm [Advanced - Optional] (19 min).srt 27.31KB
053_11 - 3 - Correctness of Dijkstras Algorithm [Advanced - Optional] (19 min).mp4 20.31MB
053_algo-ds-heaps-guts_typed.pdf 1.02MB
054_11 - 4 - Dijkstra's Algorithm_ Implementation and Running Time (26 min).srt 40.52KB
054_11 - 4 - Dijkstras Algorithm Implementation and Running Time (26 min).mp4 26.46MB
054_algo-ds-trees-ops-typed.pdf 122.54KB
055_12 - 1 - Data Structures_ Overview (5 min).srt 7.20KB
055_12 - 1 - Data Structures Overview (5 min).mp4 4.66MB
055_algo-ds-trees-basics-typed.pdf 457.52KB
056_12 - 2 - Heaps_ Operations and Applications (18 min).srt 28.61KB
056_12 - 2 - Heaps Operations and Applications (18 min).mp4 18.62MB
056_algo-ds-trees-redblack-typed.pdf 246.64KB
057_12 - 3 - Heaps_ Implementation Details [Advanced - Optional] (21 min).srt 32.71KB
057_12 - 3 - Heaps Implementation Details [Advanced - Optional] (21 min).mp4 20.92MB
057_algo-ds-hash-basics_typed.pdf 223.62KB
058_16 - 1 - Balanced Search Trees_ Operations and Applications (11 min).srt 16.94KB
058_16 - 1 - Balanced Search Trees Operations and Applications (11 min).mp4 10.99MB
058_algo-ds-hash-guts_typed.pdf 1.65MB
059_16 - 2 - Binary Search Tree Basics, Part I (13 min).srt 20.85KB
059_16 - 2 - Binary Search Tree Basics Part I (13 min).mp4 13.28MB
059_algo-ds-hash-universal1-typed.pdf 122.20KB
060_16 - 3 - Binary Search Tree Basics, Part II (30 min).srt 47.51KB
060_16 - 3 - Binary Search Tree Basics Part II (30 min).mp4 29.97MB
060_algo-ds-hash-universal-2_typed.pdf 771.91KB
061_16 - 4 - Red-Black Trees (21 min).mp4 21.83MB
061_16 - 4 - Red-Black Trees (21 min).srt 35.25KB
061_algo-ds-hash-universal3-typed.pdf 369.74KB
062_16 - 5 - Rotations [Advanced - Optional] (8 min).mp4 10.32MB
062_16 - 5 - Rotations [Advanced - Optional] (8 min).srt 9.69KB
062_algo-ds-hash-universal4-typed.pdf 152.46KB
063_16 - 6 - Insertion in a Red-Black Tree [Advanced] (15 min).mp4 20.78MB
063_16 - 6 - Insertion in a Red-Black Tree [Advanced] (15 min).srt 19.76KB
063_algo-ds-bloom-typed.pdf 185.88KB
064_13 - 1 - Hash Tables Operations and Applications (19 min).mp4 19.73MB
065_13 - 2 - Hash Tables Implementation Details Part I (19 min).mp4 19.88MB
066_13 - 3 - Hash Tables Implementation Details Part II (22 min).mp4 22.53MB
067_14 - 1 - Pathological Data Sets and Universal Hashing Motivation (22 min).mp4 22.49MB
068_14 - 2 - Universal Hashing Definition and Example [Advanced - Optional] (26 min).mp4 26.15MB
069_14 - 3 - Universal Hashing Analysis of Chaining [Advanced - Optional] (19 min).mp4 18.46MB
070_14 - 4 - Hash Table Performance with Open Addressing [Advanced - Optional] (16 min).mp4 15.60MB
071_15 - 1 - Bloom Filters The Basics (16 min).mp4 15.43MB
072_15 - 2 - Bloom Filters_ Heuristic Analysis (13 min).srt 19.96KB
072_15 - 2 - Bloom Filters Heuristic Analysis (13 min).mp4 13.57MB
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