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Coursera web intelligence and big data

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coursera-web-intelligence-and-big-data

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1.5 GB

Total Files

123

Last Seen

2024-12-21 23:26

Hash

F871965E36EC21677D44375930D6CBB0DAB7BFB3

/assignments/

hw3_assignment1.pdf

97.0 KB

hw3_data.zip

2.7 MB

hw6_assignment2.pdf

188.9 KB

hw7_assignment3.pdf

131.6 KB

hw7_genesblind.tab.zip

1.2 MB

hw7_genestrain.tab.zip

6.5 MB

important.jpg

117.7 KB

/lecture-slides/

0-Introduction Lecture Slides.pdf

862.4 KB

1-Look Lecture Slides.pdf

1.2 MB

2-Listen Lecture Slides.pdf

1.6 MB

3-Load-Lecture-Slides.pdf

1.8 MB

4-Load Lecture Slides.pdf

840.1 KB

5-Learn Lecture Slides.pdf

554.6 KB

6-Connect Lecture Slides.pdf

325.7 KB

8-Predict Lecture Slides.pdf

4.0 MB

/lecture-videos/unit0-intro/

Web Intelligence and Big Data 0.0 0-0 Preamble (326).mp4

6.3 MB

Web Intelligence and Big Data 0.1 0-1 Revisiting Turing's Test (309).mp4

4.4 MB

Web Intelligence and Big Data 0.2 0-2 Web-Scale AI and Big Data (358).mp4

5.5 MB

Web Intelligence and Big Data 0.3 0-3-1 Web Intelligence (322).mp4

4.8 MB

Web Intelligence and Big Data 0.4 0-3-2 Big Data (615).mp4

8.3 MB

Web Intelligence and Big Data 0.5 0-4 Course Outline (413).mp4

6.4 MB

Web Intelligence and Big Data 0.6 0-5 Recap and Preview (237).mp4

7.0 MB

/lecture-videos/unit1-look/

Web Intelligence and Big Data 1.0 1-1 Basic Indexing (722).mp4

9.3 MB

Web Intelligence and Big Data 1.1 1-2 Index Creation (540).mp4

7.5 MB

Web Intelligence and Big Data 1.10 1-7-2 Locality Sensitive Hashing (451).mp4

6.5 MB

Web Intelligence and Big Data 1.11 1-7-3 LSH Example - 1 (317).mp4

5.0 MB

Web Intelligence and Big Data 1.12 1-7-4 LSH Example - 2 (154).mp4

3.0 MB

Web Intelligence and Big Data 1.13 1-7-5 LSH Intuition (408).mp4

5.3 MB

Web Intelligence and Big Data 1.14 1-7-6 High-dimensional Objects (819).mp4

10.9 MB

Web Intelligence and Big Data 1.15 1-7-7 Associative Memories (525).mp4

8.1 MB

Web Intelligence and Big Data 1.16 1-7-8 Recap and Preview (244).mp4

3.1 MB

Web Intelligence and Big Data 1.2 1-3 Complexity of Index Creation (328).mp4

5.0 MB

Web Intelligence and Big Data 1.3 1-4-1 Ranking - 1 (424).mp4

5.6 MB

Web Intelligence and Big Data 1.4 1-4-2 Ranking - 2 (448).mp4

6.7 MB

Web Intelligence and Big Data 1.5 1-5-1 Page Rank and Memory (601).mp4

8.4 MB

Web Intelligence and Big Data 1.6 1-5-2 Google and the Mind (518).mp4

7.5 MB

Web Intelligence and Big Data 1.7 1-6-1 Enterprise Search (441).mp4

6.3 MB

Web Intelligence and Big Data 1.8 1-6-2 Searching Structured Data (625).mp4

9.0 MB

Web Intelligence and Big Data 1.9 1-7-1 Object Search (507).mp4

6.9 MB

/lecture-videos/unit2-listen/

Web Intelligence and Big Data 2.0 2-1 Preamble - Listen (318).mp4

4.1 MB

Web Intelligence and Big Data 2.1 2-2 Shannon Information (618).mp4

8.6 MB

Web Intelligence and Big Data 2.10 2-10 Mutual Information (858).mp4

58.2 MB

Web Intelligence and Big Data 2.11 2-11 Machine Learning - Limits (1029).mp4

14.3 MB

Web Intelligence and Big Data 2.12 2-12 Recap and Preview (314).mp4

4.5 MB

Web Intelligence and Big Data 2.2 2-3 Information and Advertising (549).mp4

7.8 MB

Web Intelligence and Big Data 2.3 2-4 TF-IDF (824).mp4

11.4 MB

Web Intelligence and Big Data 2.4 2-5 TF-IDF Example (609).mp4

8.4 MB

Web Intelligence and Big Data 2.5 2-6 Language and Information (856).mp4

12.2 MB

Web Intelligence and Big Data 2.6 2-7 Machine Learning Intro (900).mp4

55.3 MB

Web Intelligence and Big Data 2.7 2-8-1 Bayes Rule (455).mp4

6.5 MB

Web Intelligence and Big Data 2.8 2-8-2 Naive Bayes (833).mp4

11.3 MB

Web Intelligence and Big Data 2.9 2-9 Sentiment Analysis (732).mp4

47.7 MB

/lecture-videos/unit3-load-I/

Web Intelligence and Big Data 3.0 3-1 Preamble (441).mp4

6.1 MB

Web Intelligence and Big Data 3.1 3-2 Parallel Computing (854).mp4

11.2 MB

Web Intelligence and Big Data 3.2 3-3 Map-Reduce (1149).mp4

15.6 MB

Web Intelligence and Big Data 3.3 3-4 Map-Reduce Example in Octo (1103).mp4

16.5 MB

Web Intelligence and Big Data 3.4 3-4-1 Map-Reduce Example in Mincemeat (204).mp4

2.9 MB

Web Intelligence and Big Data 3.5 3-5 Map-Reduce Applications (1352).mp4

18.7 MB

Web Intelligence and Big Data 3.6 3-6 Parallel Efficiency of Map-Reduce (842).mp4

11.6 MB

Web Intelligence and Big Data 3.7 3-7 Inside Map-Reduce (947).mp4

12.6 MB

/.../unit4AA-load-II/

Web Intelligence and Big Data 4.0 4-0 Preamble (143).mp4

2.1 MB

Web Intelligence and Big Data 4.1 4-1 Distributed File Systems (1212).mp4

15.4 MB

Web Intelligence and Big Data 4.2 4-2 Database Technology (1240).mp4

16.9 MB

Web Intelligence and Big Data 4.3 4-3 Evolution of Databases (852).mp4

11.6 MB

Web Intelligence and Big Data 4.4 4-4 Big-Table and HBase (1008).mp4

12.7 MB

Web Intelligence and Big Data 4.5 4-5 NoSQL and Eventual Consistency (1241).mp4

17.1 MB

Web Intelligence and Big Data 4.6 4-6 Future of NoSQL and Dremel (928).mp4

12.3 MB

Web Intelligence and Big Data 4.7 4-7 Evolution of SQL and Map-Reduce (934).mp4

12.4 MB

Web Intelligence and Big Data 4.8 4-8 Relational vs Big-Data Technologies (911).mp4

15.1 MB

Web Intelligence and Big Data 4.9 4-9 Database Trends and Summary (722).mp4

12.5 MB

/.../unit4AB-gust-lecture-I-graph-databases/

Web Intelligence and Big Data 5.0 G1 Introduction to Graph Data (1136).mp4

18.1 MB

Web Intelligence and Big Data 5.1 G2 Graph Query Languages (1403).mp4

22.1 MB

Web Intelligence and Big Data 5.2 G3 Linked Open Data (1225).mp4

21.2 MB

Web Intelligence and Big Data 5.3 G4 Challenges and Efficiency (856).mp4

14.4 MB

Web Intelligence and Big Data 5.4 G5 Graph Data Management (1026).mp4

16.6 MB

Web Intelligence and Big Data 5.5 G6 Q & A (503).mp4

8.3 MB

/.../unit4B-parallel-graph-processing/

Web Intelligence and Big Data 6.0 4B-1 Iteration and Map-Reduce (848).mp4

54.8 MB

Web Intelligence and Big Data 6.1 4B-2 Graph Computing (650).mp4

42.0 MB

Web Intelligence and Big Data 6.2 4B-3 Pregel Model (815).mp4

49.4 MB

Web Intelligence and Big Data 6.3 4B-4 Page-rank in Pregel (1035).mp4

13.5 MB

Web Intelligence and Big Data 6.4 4B-5 Shortest Paths and Summary (743).mp4

49.5 MB

/lecture-videos/unit5-learn/

Web Intelligence and Big Data 7.0 5-1 Preamble (318).mp4

4.2 MB

Web Intelligence and Big Data 7.1 5-2 Classification Re-visited (1256).mp4

17.9 MB

Web Intelligence and Big Data 7.2 5-3 Learning Groupings - Clustering (1213).mp4

16.9 MB

Web Intelligence and Big Data 7.3 5-4 Learning Rules (1011).mp4

13.8 MB

Web Intelligence and Big Data 7.4 5-5 Association Rule Mining (845).mp4

11.8 MB

Web Intelligence and Big Data 7.5 5-6 Learning with Big Data (751).mp4

10.9 MB

Web Intelligence and Big Data 7.6 5-7 Learning Latent Models (1557).mp4

20.6 MB

Web Intelligence and Big Data 7.7 5-8 Grounded Learning (542).mp4

7.7 MB

Web Intelligence and Big Data 7.8 5-9 Recap and Preview (233).mp4

3.4 MB

/lecture-videos/unit6-connect/

Web Intelligence and Big Data 8.0 6-1 Preamble (907).mp4

12.2 MB

Web Intelligence and Big Data 8.1 6-2 Logical Inference (956).mp4

13.3 MB

Web Intelligence and Big Data 8.10 6-10 Recap and Preview (700).mp4

9.5 MB

Web Intelligence and Big Data 8.11 6-11-Programming HW 6 (424).mp4

6.2 MB

Web Intelligence and Big Data 8.2 6-3 Resolution and its Limits (1558).mp4

21.2 MB

Web Intelligence and Big Data 8.3 6-4 Semantic Web (618).mp4

8.7 MB

Web Intelligence and Big Data 8.4 6-5 Logic and Uncertainty (909).mp4

12.1 MB

Web Intelligence and Big Data 8.5 6-6 Algebra of Potentials (1205).mp4

16.1 MB

Web Intelligence and Big Data 8.6 6-7 Naive Bayes Revisited (1126).mp4

15.1 MB

Web Intelligence and Big Data 8.7 6-8-1 Bayesian Networks - 1 (920).mp4

12.4 MB

Web Intelligence and Big Data 8.8 6-8-2 Bayesian Networks - 2 (523).mp4

7.6 MB

Web Intelligence and Big Data 8.9 6-9 Information Extraction (1241).mp4

17.4 MB

/lecture-videos/unit7A-predict/

Web Intelligence and Big Data 9.0 7-1 Preamble (234).mp4

3.2 MB

Web Intelligence and Big Data 9.1 7-2 Linear Prediction (1100).mp4

14.3 MB

Web Intelligence and Big Data 9.2 7-3 Least Squares (1208).mp4

16.1 MB

Web Intelligence and Big Data 9.3 7-4 Nonlinear Models (926).mp4

12.1 MB

Web Intelligence and Big Data 9.4 7-5 Learning Parameters (1235).mp4

16.9 MB

Web Intelligence and Big Data 9.5 7-6 Prediction Applications (830).mp4

11.5 MB

Web Intelligence and Big Data 9.6 7-7 Which Technique (613).mp4

8.4 MB

Web Intelligence and Big Data 9.7 7-8 Hierarchical Temporal Memory - I (839).mp4

11.7 MB

Web Intelligence and Big Data 9.8 7-9 Hierarchical Temporal Memory - II (1038).mp4

14.4 MB

Web Intelligence and Big Data 9.9 7-10 Blackboard Architecture (906).mp4

12.7 MB

/.../unit7B-guest-lecture2-markov-logic/

Web Intelligence and Big Data 10.0 M1 Motivation (1159).mp4

16.1 MB

Web Intelligence and Big Data 10.1 M2 Markov Networks and Logic (844).mp4

12.6 MB

Web Intelligence and Big Data 10.2 M3 Markov Logic via an Example (828).mp4

12.3 MB

Web Intelligence and Big Data 10.3 M4 Markov Logic Formalism (1139).mp4

17.5 MB

Web Intelligence and Big Data 10.4 M5 Related Models (1021).mp4

16.2 MB

Web Intelligence and Big Data 10.5 M6 Entity Resolution Example - 1 (837).mp4

13.7 MB

Web Intelligence and Big Data 10.6 M7 Entity Resolution Example - 2 (953).mp4

15.9 MB

Web Intelligence and Big Data 10.7 M8 Social Network Analysis using MLN (727).mp4

10.7 MB

Web Intelligence and Big Data 10.8 M9 Research Directions in Markov Logic (609).mp4

8.4 MB

/.../unit8-wrap-up-and-final-exam/

Web Intelligence and Big Data 11.0 Course Recap and Pointers (934).mp4

12.1 MB

/

readme.txt

0.4 KB

 

Total files 123


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