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teaching:csci5510:2013 [2013/08/18 22:45]
hqyang
teaching:csci5510:2013 [2013/09/03 16:47] (current)
gling
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====== CSCI5510 Big Data Analytics ====== ====== CSCI5510 Big Data Analytics ======
- [ [[:teaching:csci5510:discussions:2013|Discussion Forum]] | [[:teaching:csci5510:blogs:2013|Blogs]] ] 
==== Breaking News ==== ==== Breaking News ====
 +  * <hi red>**September 3, 2013**.</hi> The course homepage is migrated to https://www.cse.cuhk.edu.hk/csci5510/wiki/ permanently.
  * <hi #ffff00>**September 2, 2013**.</hi> The new semester begins.   * <hi #ffff00>**September 2, 2013**.</hi> The new semester begins.
- +  * <hi #ffff00>**September 2, 2013**.</hi> News group address: cuhk.cse.csci5510 
-==== Extra Credit Assignments ====+  * <hi yellow>**September 2, 2013**.</hi> The first tutorial will be conducted on Sept. 10. There is <hi yellow>no</hi> tutorial in the first week. 
 +  * <hi yellow>**September 3, 2013**.</hi> The tutorial class room is YIA LT7.
===== 20013-14 Term 1 ===== ===== 20013-14 Term 1 =====
-|  ^  Lecture I ^ Lecture II  ^  Tutorial I  ^  Tutorial II  +|  ^  Lecture  ^  Tutorial  
-^ Time    |  M2-4, 9:30 am - 12:30 pm  |   | TBA  |   +^ Time    |  M2-4, 9:30 am - 12:30 pm  |  T3 10:30 am - 11:15 am
-^ Venue    |  TBA |   |   TBA   |     |+^ Venue    |  KKB101 |   YIA LT7  |
-<html><font color="red"> <b>The Golden Rule of CSCI5510: </b></font></html> No member of the CSCI5510 community shall take unfair advantage of any other member of the CSCI5510 community.+<html><font color=red><b>The Golden Rule of CSCI5510:</b></font></html> No member of the CSCI5510 community shall take unfair advantage of any other member of the CSCI5510 community.
====== Course Description ====== ====== Course Description ======
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  - Tutorials   - Tutorials
  - Web resources   - Web resources
-  - Videos +  - Projects 
-  - Quizzes+  - Presentations 
 +  - Lab Reports
  - Examinations   - Examinations
====== Personnel ====== ====== Personnel ======
-| ^  Lecturer  ^  Tutor  ^ Tutor ^ +| ^  Lecturer  ^  Lecturer  ^  Tutor  ^ Tutor
-^ Name |  [[:home|Irwin King/Michael R. Lyu]]  |   |  +^ Name |  [[https://www.cse.cuhk.edu.hk/irwin.king/home|Irwin King]]  |  [[http://www.cse.cuhk.edu.hk/~lyu|Michael R. Lyu]]  | Guang Ling  | Chen Cheng  
-^ Email |  king/lyu AT cse.cuhk.edu.hk  |  |   +^ Email |  king AT cse.cuhk.edu.hk  |  lyu AT cse.cuhk.edu.hk  | gling AT cse.cuhk.edu.hk  | ccheng AT cse.cuhk.edu.hk
-^ Office   |  Rm 908  |  |  +^ Office   |  Rm 908  | Rm 927  | Rm 1024  |  Rm 1024  
-^ Telephone   |   3943 8398/8429  |  | | +^ Telephone   |   3943 8398   | 3943 8429 | 3943 4252  |  3943 4252  
-^ Office Hour(s)   | TBA  |  | |+^ Office Hour(s)   | TBA  | 10:00-12:00 Tuesday | TBA  |  TBA  |
-Note: This class will be taught in<html> <font color="red">English</font></html>. Homework assignments and examinations will be conducted in English.+Note: This class will be taught in <html><font color=red>English</font></html>. Homework assignments and examinations will be conducted in <html><font color=red>English</font></html>.
====== Syllabus ====== ====== Syllabus ======
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^  Week  ^  Date  ^  Topics  ^  Tutorials  ^  Homework & Events  ^  Resources   ^   ^  Week  ^  Date  ^  Topics  ^  Tutorials  ^  Homework & Events  ^  Resources   ^  
-|  1  |  2/9  |  Introduction and Motivation \\ \\ [[|01-Introduction.pdf]] | | |  [[http://infolab.stanford.edu/~ullman/mmds/ch1.pdf|Ch. 1 of MMDS]]  |+|  1  |  2/9  |  Introduction and Motivation \\ \\ {{:teaching:csci5510:01.pptx|}} | No Tutorial  | |  [[http://infolab.stanford.edu/~ullman/mmds/ch1.pdf|Ch. 1 of MMDS]]  |
|  2  |  9/9  |  MapReduce\\ \\ [[|02-MapReduce.pdf]]  |  \\ \\   |  \\ \\  |   [[http://infolab.stanford.edu/~ullman/mmds/ch2.pdf|Ch. 2 of MMDS]]  \\   [[http://infolab.stanford.edu/~ullman/mmds/ch6.pdf|Ch. 6 of MMDS]]  | |  2  |  9/9  |  MapReduce\\ \\ [[|02-MapReduce.pdf]]  |  \\ \\   |  \\ \\  |   [[http://infolab.stanford.edu/~ullman/mmds/ch2.pdf|Ch. 2 of MMDS]]  \\   [[http://infolab.stanford.edu/~ullman/mmds/ch6.pdf|Ch. 6 of MMDS]]  |
|  3  |  16/9  |  Locality Sensitive Hashing\\ \\ [[|03-lsh.pdf]]       |  \\ \\    |    |   [[http://infolab.stanford.edu/~ullman/mmds/ch3.pdf|Ch. 3 of MMDS]]  | |  3  |  16/9  |  Locality Sensitive Hashing\\ \\ [[|03-lsh.pdf]]       |  \\ \\    |    |   [[http://infolab.stanford.edu/~ullman/mmds/ch3.pdf|Ch. 3 of MMDS]]  |
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|  5  |  30/9  |  Scalable Clustering  \\ \\ [[|05-clustering.pdf]]    |    |    |   [[http://infolab.stanford.edu/~ullman/mmds/ch7.pdf|Ch. 7 of MMDS]]  | |  5  |  30/9  |  Scalable Clustering  \\ \\ [[|05-clustering.pdf]]    |    |    |   [[http://infolab.stanford.edu/~ullman/mmds/ch7.pdf|Ch. 7 of MMDS]]  |
|  6  |  7/10  |  Dimensionality Reduction \\ \\ [[|06-DR.pdf]]  |    |     |  [[http://infolab.stanford.edu/~ullman/mmds/ch11.pdf|Ch. 11 of MMDS]]  | |  6  |  7/10  |  Dimensionality Reduction \\ \\ [[|06-DR.pdf]]  |    |     |  [[http://infolab.stanford.edu/~ullman/mmds/ch11.pdf|Ch. 11 of MMDS]]  |
-|  7  |  14/10  |  Public Holiday  | Public Holiday  |    |   |+|  7  |  14/10  |  Public Holiday  |   |    |   |
|  8  |  21/10  |  Recommender systems/Matrix Factorization \\ \\  [[|07-mf.pdf]]  |    |    |  [[http://infolab.stanford.edu/~ullman/mmds/ch9.pdf|Ch. 9 of MMDS]]  | |  8  |  21/10  |  Recommender systems/Matrix Factorization \\ \\  [[|07-mf.pdf]]  |    |    |  [[http://infolab.stanford.edu/~ullman/mmds/ch9.pdf|Ch. 9 of MMDS]]  |
|  9  |  28/10  |  Massive Link Analysis \\ \\  [[|08-link.pdf]]  |   |      |   [[http://infolab.stanford.edu/~ullman/mmds/ch5.pdf|Ch. 5 of MMDS]]  | |  9  |  28/10  |  Massive Link Analysis \\ \\  [[|08-link.pdf]]  |   |      |   [[http://infolab.stanford.edu/~ullman/mmds/ch5.pdf|Ch. 5 of MMDS]]  |
-|  10  |  4/11  |  Analysis of Massive Graph   \\    \\  [[|09-graph.pdf]]  | | |  [[http://infolab.stanford.edu/~ullman/mmds/ch10.pdf|Ch. 10 of MMDS]]  | +|  10  |  4/11  |  Mid-term   | | |    | 
-|  11 |  11/11  |  Large Scale SVM\\ \\  [[|10-svm.pdf]]  |    |  \\   |  [[http://www.svms.org/tutorials/Burges1998.pdf|SVM tutorial]]  | +|  11  |  11/11  |  Analysis of Massive Graph   \\    \\  [[|09-graph.pdf]]  | | |  [[http://infolab.stanford.edu/~ullman/mmds/ch10.pdf|Ch. 10 of MMDS]]  | 
-|  12 |  18/11  |  Online Learning \\  \\ [[|11-ol.pdf]]   |    | | [[http://www.cs.huji.ac.il/~shais/papers/OLsurvey.pdf|Online learning survey]]  | +|  12 |  18/11  |  Large Scale SVM\\ \\  [[|10-svm.pdf]]  |    |  \\   |  [[http://www.svms.org/tutorials/Burges1998.pdf|SVM tutorial]]  | 
-|  13  |  25/11  |  Active Learning\\ \\  [[|12-al.pdf]]  |    | | [[http://csis.bits-pilani.ac.in/faculty/goel/course_material/Machine%20Learning/2013/Reading%20Material/settles.activelearning.pdf|Active learning survey]]  |+|  13 |  25/11  |  Online Learning \\  \\ [[|11-ol.pdf]]   |    | | [[http://www.cs.huji.ac.il/~shais/papers/OLsurvey.pdf|Online learning survey]]  | 
====== Class Project ====== ====== Class Project ======
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===== Examination Schedule ===== ===== Examination Schedule =====
|              ^        Time           ^        Venue          ^    Notes    ^ |              ^        Time           ^        Venue          ^    Notes    ^
-^    Midterm Examination\\ Written   |    TBA  |   TBA   |    TBA    | +^    Midterm Examination    |    Nov. 4, 9:30am-12:00 noon  |   TBA   |    TBA    | 
-^    Midterm Examination\\ Programming    |    TBA  |   TBA   |    TBA    | +^    Final Examination    |   TBA | TBA | TBA   |
-^    Final Examination    |   TBA | TBA | TBA   |+
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====== Grade Assessment Scheme ====== ====== Grade Assessment Scheme ======
-^  Homework\\ Assignments ^  Project Report ^  Project Presentation  ^  One-hour  Examination +^  Homework\\ Assignments  ^  Mid-term\\ Examination ^  Project  ^ 
-|  30%  |  25%  |  25%  |  20%  |+|  20%  |  30%  |  50%  |
-  -Assignments (30%) +  -Assignments (20%)
    -Written assignments     -Written assignments
    -Coding     -Coding
-  -One-hour Examination (20%) +  -Mid-term Examination (30%)
  - Project (50%)   - Project (50%)
-    - Report (25%) +    - Proposal 
-    - Presentations (25%) +    - Presentations  
-  -Extra Credit (There is no penalty for not doing the extra credit problems. Extra credit will only help you in borderline cases.)+    - Report
-====== Required Background ====== 
-  - Pre-requisites 
-    -  
====== Reference Books ====== ====== Reference Books ======
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    -[[http://demonstrations.wolfram.com/|Wolfram Demonstrations]]     -[[http://demonstrations.wolfram.com/|Wolfram Demonstrations]]
-===== Midterm Evaluation Sign-up Sheet ===== 
-  * The time slots are for Thursday, November 8, 2012. 
-  * The venue is in HSH Room 1022 (seminar room). 
-  * Please enter all team members' name in the slot in either the A.M. or the P.M. table. 
-  * Instructions 
-    - Put the name of all your team members under the "Real name" column. 
-    - Select at least one slot from either the A.M. or P.M. table. 
-    - Press "Submit". 
-    - Make sure it does not conflict with others. 
- 
-Midterm Project Evaluation PM 
-<doodle> 
-^ 9:30 ^ 9:45 ^ 10:00 ^ 10:15 ^ 10:30 ^ 10:45 ^ 11:00 ^ 11:15 ^ 11:30 ^ 11:45 ^ 
-</doodle> 
- 
-Midterm Project Evaluation PM 
-<doodle > 
-^ 12:30 ^ 12:45 ^ 1:00 ^ 1:15 ^ 1:30 ^ 1:45 ^ 2:00 ^ 2:15 ^ 2:30 ^ 2:45 ^ 3:00 ^ 
-</doodle> 
- 
-===== Final Project Presentation Sign-up Sheet ===== 
-  * The time slots are for Tuesday, December 4, 2012. 
-  * The venue is in KKB 101 (classroom). 
-  * Please enter all team members' name in the slot in either the Session 1 or the Session 2 table. 
-  * Instructions 
-    - Put the name of all your team members under the "Real name" column. 
-    - Select at least one slot from either the Session 1 or Session 2 table. 
-    - Press "Submit". 
-    - Make sure it does not conflict with others. 
- 
-Final Project Presentation Session 1 
-<doodle> 
-^ 9:00 ^ 9:15 ^ 9:30 ^ 9:45 ^ 10:00 ^ 10:15 ^ 10:30 ^ 10:45 ^ 11:00 ^  
-</doodle> 
- 
-Final Project Presentation Session 2 
-<doodle> 
-^ 11:15 ^ 11:30 ^ 11:45 ^ 12:00 ^ 12:15 ^ 12:30 ^ 12:45 ^ 13:00 ^ 13:15 ^ 13:30 ^  
-</doodle> 
 
teaching/csci5510/2013.1376837116.txt.gz · Last modified: 2013/08/18 22:45 by hqyang     Back to top