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coursera-web-intelligence-and-big-data
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Torrent Files List
assignments (Size: 1.38 GB) (Files: 123)
assignments
hw3_assignment1.pdf
hw3_data.zip
hw6_assignment2.pdf
hw7_assignment3.pdf
hw7_genesblind.tab.zip
hw7_genestrain.tab.zip
important.jpg
lecture-slides
0-Introduction Lecture Slides.pdf
1-Look Lecture Slides.pdf
2-Listen Lecture Slides.pdf
3-Load-Lecture-Slides.pdf
4-Load Lecture Slides.pdf
5-Learn Lecture Slides.pdf
6-Connect Lecture Slides.pdf
8-Predict Lecture Slides.pdf
lecture-videos
unit0-intro
Web Intelligence and Big Data 0.0 0-0 Preamble (326).mp4
Web Intelligence and Big Data 0.1 0-1 Revisiting Turing's Test (309).mp4
Web Intelligence and Big Data 0.2 0-2 Web-Scale AI and Big Data (358).mp4
Web Intelligence and Big Data 0.3 0-3-1 Web Intelligence (322).mp4
Web Intelligence and Big Data 0.4 0-3-2 Big Data (615).mp4
Web Intelligence and Big Data 0.5 0-4 Course Outline (413).mp4
Web Intelligence and Big Data 0.6 0-5 Recap and Preview (237).mp4
unit1-look
Web Intelligence and Big Data 1.0 1-1 Basic Indexing (722).mp4
Web Intelligence and Big Data 1.1 1-2 Index Creation (540).mp4
Web Intelligence and Big Data 1.10 1-7-2 Locality Sensitive Hashing (451).mp4
Web Intelligence and Big Data 1.11 1-7-3 LSH Example - 1 (317).mp4
Web Intelligence and Big Data 1.12 1-7-4 LSH Example - 2 (154).mp4
Web Intelligence and Big Data 1.13 1-7-5 LSH Intuition (408).mp4
Web Intelligence and Big Data 1.14 1-7-6 High-dimensional Objects (819).mp4
Web Intelligence and Big Data 1.15 1-7-7 Associative Memories (525).mp4
Web Intelligence and Big Data 1.16 1-7-8 Recap and Preview (244).mp4
Web Intelligence and Big Data 1.2 1-3 Complexity of Index Creation (328).mp4
Web Intelligence and Big Data 1.3 1-4-1 Ranking - 1 (424).mp4
Web Intelligence and Big Data 1.4 1-4-2 Ranking - 2 (448).mp4
Web Intelligence and Big Data 1.5 1-5-1 Page Rank and Memory (601).mp4
Web Intelligence and Big Data 1.6 1-5-2 Google and the Mind (518).mp4
Web Intelligence and Big Data 1.7 1-6-1 Enterprise Search (441).mp4
Web Intelligence and Big Data 1.8 1-6-2 Searching Structured Data (625).mp4
Web Intelligence and Big Data 1.9 1-7-1 Object Search (507).mp4
unit2-listen
Web Intelligence and Big Data 2.0 2-1 Preamble - Listen (318).mp4
Web Intelligence and Big Data 2.1 2-2 Shannon Information (618).mp4
Web Intelligence and Big Data 2.10 2-10 Mutual Information (858).mp4
Web Intelligence and Big Data 2.11 2-11 Machine Learning - Limits (1029).mp4
Web Intelligence and Big Data 2.12 2-12 Recap and Preview (314).mp4
Web Intelligence and Big Data 2.2 2-3 Information and Advertising (549).mp4
Web Intelligence and Big Data 2.3 2-4 TF-IDF (824).mp4
Web Intelligence and Big Data 2.4 2-5 TF-IDF Example (609).mp4
Web Intelligence and Big Data 2.5 2-6 Language and Information (856).mp4
Web Intelligence and Big Data 2.6 2-7 Machine Learning Intro (900).mp4
Web Intelligence and Big Data 2.7 2-8-1 Bayes Rule (455).mp4
Web Intelligence and Big Data 2.8 2-8-2 Naive Bayes (833).mp4
Web Intelligence and Big Data 2.9 2-9 Sentiment Analysis (732).mp4
unit3-load-I
Web Intelligence and Big Data 3.0 3-1 Preamble (441).mp4
Web Intelligence and Big Data 3.1 3-2 Parallel Computing (854).mp4
Web Intelligence and Big Data 3.2 3-3 Map-Reduce (1149).mp4
Web Intelligence and Big Data 3.3 3-4 Map-Reduce Example in Octo (1103).mp4
Web Intelligence and Big Data 3.4 3-4-1 Map-Reduce Example in Mincemeat (204).mp4
Web Intelligence and Big Data 3.5 3-5 Map-Reduce Applications (1352).mp4
Web Intelligence and Big Data 3.6 3-6 Parallel Efficiency of Map-Reduce (842).mp4
Web Intelligence and Big Data 3.7 3-7 Inside Map-Reduce (947).mp4
unit4AA-load-II
Web Intelligence and Big Data 4.0 4-0 Preamble (143).mp4
Web Intelligence and Big Data 4.1 4-1 Distributed File Systems (1212).mp4
Web Intelligence and Big Data 4.2 4-2 Database Technology (1240).mp4
Web Intelligence and Big Data 4.3 4-3 Evolution of Databases (852).mp4
Web Intelligence and Big Data 4.4 4-4 Big-Table and HBase (1008).mp4
Web Intelligence and Big Data 4.5 4-5 NoSQL and Eventual Consistency (1241).mp4
Web Intelligence and Big Data 4.6 4-6 Future of NoSQL and Dremel (928).mp4
Web Intelligence and Big Data 4.7 4-7 Evolution of SQL and Map-Reduce (934).mp4
Web Intelligence and Big Data 4.8 4-8 Relational vs Big-Data Technologies (911).mp4
Web Intelligence and Big Data 4.9 4-9 Database Trends and Summary (722).mp4
unit4AB-gust-lecture-I-graph-databases
Web Intelligence and Big Data 5.0 G1 Introduction to Graph Data (1136).mp4
Web Intelligence and Big Data 5.1 G2 Graph Query Languages (1403).mp4
Web Intelligence and Big Data 5.2 G3 Linked Open Data (1225).mp4
Web Intelligence and Big Data 5.3 G4 Challenges and Efficiency (856).mp4
Web Intelligence and Big Data 5.4 G5 Graph Data Management (1026).mp4
Web Intelligence and Big Data 5.5 G6 Q & A (503).mp4
unit4B-parallel-graph-processing
Web Intelligence and Big Data 6.0 4B-1 Iteration and Map-Reduce (848).mp4
Web Intelligence and Big Data 6.1 4B-2 Graph Computing (650).mp4
Web Intelligence and Big Data 6.2 4B-3 Pregel Model (815).mp4
Web Intelligence and Big Data 6.3 4B-4 Page-rank in Pregel (1035).mp4
Web Intelligence and Big Data 6.4 4B-5 Shortest Paths and Summary (743).mp4
unit5-learn
Web Intelligence and Big Data 7.0 5-1 Preamble (318).mp4
Web Intelligence and Big Data 7.1 5-2 Classification Re-visited (1256).mp4
Web Intelligence and Big Data 7.2 5-3 Learning Groupings - Clustering (1213).mp4
Web Intelligence and Big Data 7.3 5-4 Learning Rules (1011).mp4
Web Intelligence and Big Data 7.4 5-5 Association Rule Mining (845).mp4
Web Intelligence and Big Data 7.5 5-6 Learning with Big Data (751).mp4
Web Intelligence and Big Data 7.6 5-7 Learning Latent Models (1557).mp4
Web Intelligence and Big Data 7.7 5-8 Grounded Learning (542).mp4
Web Intelligence and Big Data 7.8 5-9 Recap and Preview (233).mp4
unit6-connect
Web Intelligence and Big Data 8.0 6-1 Preamble (907).mp4
Web Intelligence and Big Data 8.1 6-2 Logical Inference (956).mp4
Web Intelligence and Big Data 8.10 6-10 Recap and Preview (700).mp4
Web Intelligence and Big Data 8.11 6-11-Programming HW 6 (424).mp4
Web Intelligence and Big Data 8.2 6-3 Resolution and its Limits (1558).mp4
Web Intelligence and Big Data 8.3 6-4 Semantic Web (618).mp4
Web Intelligence and Big Data 8.4 6-5 Logic and Uncertainty (909).mp4
Web Intelligence and Big Data 8.5 6-6 Algebra of Potentials (1205).mp4
Web Intelligence and Big Data 8.6 6-7 Naive Bayes Revisited (1126).mp4
Web Intelligence and Big Data 8.7 6-8-1 Bayesian Networks - 1 (920).mp4
Web Intelligence and Big Data 8.8 6-8-2 Bayesian Networks - 2 (523).mp4
Web Intelligence and Big Data 8.9 6-9 Information Extraction (1241).mp4
unit7A-predict
Web Intelligence and Big Data 9.0 7-1 Preamble (234).mp4
Web Intelligence and Big Data 9.1 7-2 Linear Prediction (1100).mp4
Web Intelligence and Big Data 9.2 7-3 Least Squares (1208).mp4
Web Intelligence and Big Data 9.3 7-4 Nonlinear Models (926).mp4
Web Intelligence and Big Data 9.4 7-5 Learning Parameters (1235).mp4
Web Intelligence and Big Data 9.5 7-6 Prediction Applications (830).mp4
Web Intelligence and Big Data 9.6 7-7 Which Technique (613).mp4
Web Intelligence and Big Data 9.7 7-8 Hierarchical Temporal Memory - I (839).mp4
Web Intelligence and Big Data 9.8 7-9 Hierarchical Temporal Memory - II (1038).mp4
Web Intelligence and Big Data 9.9 7-10 Blackboard Architecture (906).mp4
unit7B-guest-lecture2-markov-logic
Web Intelligence and Big Data 10.0 M1 Motivation (1159).mp4
Web Intelligence and Big Data 10.1 M2 Markov Networks and Logic (844).mp4
Web Intelligence and Big Data 10.2 M3 Markov Logic via an Example (828).mp4
Web Intelligence and Big Data 10.3 M4 Markov Logic Formalism (1139).mp4
Web Intelligence and Big Data 10.4 M5 Related Models (1021).mp4
Web Intelligence and Big Data 10.5 M6 Entity Resolution Example - 1 (837).mp4
Web Intelligence and Big Data 10.6 M7 Entity Resolution Example - 2 (953).mp4
Web Intelligence and Big Data 10.7 M8 Social Network Analysis using MLN (727).mp4
Web Intelligence and Big Data 10.8 M9 Research Directions in Markov Logic (609).mp4
unit8-wrap-up-and-final-exam
Web Intelligence and Big Data 11.0 Course Recap and Pointers (934).mp4
readme.txt
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