Coursera web intelligence and big data | F871965E36EC21677D44375930D6CBB0DAB7BFB3

Coursera web intelligence and big data

Name	coursera-web-intelligence-and-big-data	DOWNLOAD Copy Link
Total Size	1.5 GB
Total Files	123
Last Seen	2024-11-06 23:35
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