Difference between revisions of "Course: Big Data 2014"
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(Created page with '= DS-GA 1004/CSCI-GA 2568 Big Data: Lectures = * Course Web page: http://vgc.poly.edu/~juliana/courses/BigData2014 * Instructor: Professor Juliana Freire (http://vgc.poly.edu/~…') |
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= DS-GA 1004/CSCI-GA 2568 Big Data: | = DS-GA 1004/CSCI-GA 2568 Big Data: Tentative Schedule -- ''subject to change'' = | ||
* Course Web page: http://vgc.poly.edu/~juliana/courses/BigData2014 | * Course Web page: http://vgc.poly.edu/~juliana/courses/BigData2014 | ||
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* Lab: Thursdays, 7:10pm-8:00pm at CIWW, room 109 | * Lab: Thursdays, 7:10pm-8:00pm at CIWW, room 109 | ||
= Background (4 weeks) = | |||
== Week 1 -- Jan 27: Course Overview; the evolution of Data Management == | == Week 1 -- Jan 27: Course Overview; the evolution of Data Management == | ||
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== Week 2 -- Feb 3: Introduction to Databases == | == Week 2 -- Feb 3: Introduction to Databases == | ||
== Week 3 -- Feb | == Week 3 -- Feb 10: Overview: Relational Model and SQL == | ||
== Week 4 -- Feb 24: Overview: Advanced SQL and Query Optimization == | |||
= Big Data Foundations and Infrastructure (4 weeks) = | |||
== Week 5 -- Mar 3: Cloud computing, Map Reduce and Hadoop == | |||
== Week 6 -- Mar 10: Data Management for Big Data == | |||
== Week 7 -- Mar 24: No-SQL and NewSQL Systems == | |||
== Week 8 -- Mar 31: Query Processing on Mapreduce and High-level Languages == | |||
= Big Data Algorithms and Techniques (6 weeks) = | |||
== Week 9 -- Apr 7: Map Reduce Algorithm Design == | |||
== Week 10 -- Apr 14: Finding similar items and information integration == | |||
== Week 11 -- Apr 21: Graph Analysis == | |||
== Week 12 -- Apr 28: Frequent Itemset Mining == | |||
== Week 13 -- May 5: Interactive Analysis and Visualization of Big Data == | |||
== Week 14 -- May 12: Machine Learning for Big Data == | |||
== Week | == Week 15 -- May 19: Final Exam == | ||
Revision as of 04:10, 22 January 2014
DS-GA 1004/CSCI-GA 2568 Big Data: Tentative Schedule -- subject to change
- Course Web page: http://vgc.poly.edu/~juliana/courses/BigData2014
- Instructor: Professor Juliana Freire (http://vgc.poly.edu/~juliana/)
- Lecture: Mondays, 7:10pm-9:00pm at Silver, room 207
- Lab: Thursdays, 7:10pm-8:00pm at CIWW, room 109