1 Logistics. Chengkai Li. Department of Computer Science and Engineering University of Texas at Arlington Fall 2017
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1 CSE4334/ Lgistics Data Mining Chengkai Li Department f Cmputer Science and Engineering University f Texas at Arlingtn Fall 2017
2 Self Intrductin 2 Chengkai Li Assciate Prfessr, CSE Office: ERB 628 (817) cli@uta.edu Research Interests Big data and data science (database, data mining, natural language prcessing) Cpyright The University f Texas at Arlingtn. All Rights Reserved.
3 Basics Lectures Tue/Thu 12:30-1:50pm, ERB 131 Office hurs TA Tue/Thu 2:00-3:00pm, ERB 628 Farahnaz Akrami, Samiul Saeef 3 Cpyright The University f Texas at Arlingtn. All Rights Reserved.
4 Preparatin/Expectatin v Be hands-n and have gd prgramming experience Multiple significant prgramming assignments Yu are expected t use bth Pythn and Java I/O peratins and manipulatin f large data files v Be cmfrtable with tpics in yur math, statistics, prbability curses v Expect heavy wrklad, challenging assignments, exams Be hard-wrking; expect t spend many, many hurs; likely yur heaviest curse. Exam is demanding and cmprehensive; almst n student can finish all exam questins. v Plagiarism is abslutely nt tlerated. N excuse r secnd chance. 4 Cpyright The University f Texas at Arlingtn. All Rights Reserved.
5 Academic Integrity Vilatins Cheating n test/assignment; Plagiarism; Cllusin Can I refer t external materials? Yes, but in yur hmewrk, surce cde, and dcumentatin yu must explicitly acknwledge the surce f infrmatin. If yu cpy sentences (cmpletely r partially) frm ther places, yu must enclse them with qutatin marks, in additin t prvide references t the infrmatin surce. Even if yu rephrase, yu still need t acknwledge the surce. If yu cpy surce cdes (cmpletely r partially) frm ther places, yu must prvide references t the infrmatin surce. 5 Cpyright The University f Texas at Arlingtn. All Rights Reserved.
6 Academic Integrity What types f discussins are allwed? Yu can discuss tpics related t assignments with yur fellw students. But yu cannt discuss yur slutins. Yu must nt prvide yur wrk ( , hard cpy, r in any frm) t anyne fr any purpse. Fllwing actins are nt acceptable: I ed it t my rmmate/friend s that I can submit frm their cmputer, since I culdn t get nline frm mine. 6 I sent it t my rmmate/friend s that I can cmpile and test my prgram n their cmputer, since mine was dwn. Cpyright The University f Texas at Arlingtn. All Rights Reserved.
7 Academic Integrity Tutrial: Mre infrmatin at The chance f being caught is large; we use tls t diligently check and cmpare the dcuments and surce cdes that yu submit t us. 7 The cnsequence is certain: I will submit the frm f faculty referral f hnr cde vilatin t the university. N exceptin! Academic penalty in the cntext f this curse: 0 n assignment/exam, reduced grade, failing grade f the curse Penalty by the university: prbatin, suspensin, expulsin, Cpyright The University f Texas at Arlingtn. All Rights Reserved.
8 Textbks (Required) Pang-Ning Tan, Michael Steinbach, and Vipin Kumar. Intrductin t Data Mining. (Sample chapters at (Required fr relevant chapters) Christpher D. Manning, Prabhakar Raghavan and Hinrich Schütze. Intrductin t Infrmatin Retrieval. (Free bk at (Reference) Jure Leskvec, Anand Rajaraman and Jeff Ullman. Mining f Massive Datasets. (Free bk at (Reference) Jiawei Han, Micheline Kamber and Jian Pei. Data Mining: Cncepts and Techniques. (Reference) Gareth James, Daniela Witten, Trevr Hastie and Rbert Tibshirani. An Intrductin t Statistical Learning with Applicatins in R. (Free bk at (Reference) I. H. Witten and E. Frank. Data Mining: Practical Machine Learning Tls and Techniques with Java Implementatins. 8 Cpyright The University f Texas at Arlingtn. All Rights Reserved.
9 The Slides The slides highlight the gist f mst imprtant cncepts and techniques. It is nt meant t be cmplete. Details may nt be included. It may be simplified fr ease f explanatin. Only studying the slides is nt enugh. 9 Many lecture ntes are adpted frm Vipin Kumar (Minnesta) Jiawei Han (Illinis) Cpyright The University f Texas at Arlingtn. All Rights Reserved.
10 Tentative Grading Scheme 10 v Hmewrk (HW) 0% (N hmewrk) v Prgramming Assignments (P) 40% (Must be dne independently) v Pp quizzes (Q) 30% v Final 30% v Yu are required t attend classes and actively participate in discussins. v All assignments must be electrnically prepared. We wn't accept images f handwritten answers and hand-drawn pictures. v Final Exam: Time and Lcatin: TBD v Final Letter Grade: N pre-defined cutffs. Will be based n bell curve f yur perfrmance. Undergraduate and graduate students are cmpared in separate grups. Cpyright The University f Texas at Arlingtn. All Rights Reserved.
11 Blackbard v Assignment instructin and files v Submissin (we dn t accept submissin r hard-cpy) v Grades v Questins, Discussin Frum 11 Cpyright The University f Texas at Arlingtn. All Rights Reserved.
12 Deadlines Everything will be submitted thrugh Blackbard. Due time: 11:59pm Late submissin: 5-pint deductin per hur, till yu get 0. 12:01am 5, 1:01am -10, (The raw scre f each assignment is 100. S there is n pint t submit it after 19 hurs). 12 Cpyright The University f Texas at Arlingtn. All Rights Reserved.
13 Regrading 7 days after we pst scres n Blackbard. TA will handle regrade requests. Wn t cnsider it after 7 days. If nt satisfied with the results, 7 days t request again. Instructr will handle it, and the decisin is final. 13 Cpyright The University f Texas at Arlingtn. All Rights Reserved.
14 Yur Make sure yur UTA accunt wrks. We will nly cntact yu by yur UTA . Check it n a daily basis. 14 Cpyright The University f Texas at Arlingtn. All Rights Reserved.
15 Schedule Cpyright The University f Texas at Arlingtn. All Rights Reserved.
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