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teaching:csci5510:2013 [2013/08/31 13:17] 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]] | | ||
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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> |