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	<title>Temple MIS | Yang Yang | Activity</title>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/05/12/mid-term-score-calculation-extra-credit-added/</link>
				<pubDate>Thu, 12 May 2011 23:57:24 -0400</pubDate>

									<content:encoded><![CDATA[<p>RAW= your mid-term raw score (full score is 100) Extra = your extra mid-term score (full score is 100). <span>Your final mid-term score = RAW + 5 + (Extra &#8211; RAW)*(100-RAW)/150 </span> Two rules are made to make sure it is fair to those students who didn&#8217;t take extra project:  If your Extra is lower than your RAW, only [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/04/27/final-exam-study-guide/</link>
				<pubDate>Wed, 27 Apr 2011 00:37:00 -0400</pubDate>

									<content:encoded><![CDATA[<p>Click <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/Final_Review_and_Study_Guide.pptx" rel="nofollow ugc">Final Exam Study Guide </a> to download Schedule: May 10th 2011, Speakman Hall 114, 10:30 am – 11:30 am Format: (1) Conceptual Q&amp;A, (2) Multiple choices, (3) Data Analytics Here is a practice exam (with answer key), which is similar in format: <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/MIS2502003-Final-exam-practice1.docx" rel="nofollow ugc">MIS2502003 Final exam practice </a> <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/MIS2502003-Practice-Final-answer-keys2.docx" rel="nofollow ugc">MIS2502003 Practice Final &#8211; answer keys </a> Please practice and grade it with answer [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/04/21/collective-intelligence/</link>
				<pubDate>Thu, 21 Apr 2011 13:20:50 -0400</pubDate>

									<content:encoded><![CDATA[<p>Some  <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/Collective-Intelligence-Thoughts.pptx" rel="nofollow ugc">Collective Intelligence Thoughts </a> &nbsp; <strong>Case Study Homework: </strong> <strong>Your team will analyze the “Decisions 2.0: The Power of Collective Intelligence” article and answer 5 questions below </strong><a href="http://people.icoserver.com/users/eric/SMR_Collective_Decisions.pdf" rel="nofollow ugc">http://people.icoserver.com/users/eric/SMR_Collective_Decisions.pdf</a> .  Decision making can be divided into two tasks: the generation of potential solutions and the evaluation of potential solutions.  Describe how each of those tasks can be negatively influenced by numerous human biases.  Can the human biases [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/04/19/week-13-regression/</link>
				<pubDate>Tue, 19 Apr 2011 03:30:45 -0400</pubDate>

									<content:encoded><![CDATA[<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/Regression-Lab.docx" rel="nofollow ugc">Regression Lab Practice</a></p>
<p>You need to finish this lab and answer the inside questions. A hard copy deliverable is required by April 21st (Thursday).</p>
<p>Solution: <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/Regression-Lab-solutions.docx" rel="nofollow ugc">Regression-Lab-solutions</a></p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/04/14/week-12-regression-theory/</link>
				<pubDate>Thu, 14 Apr 2011 04:15:14 -0400</pubDate>

									<content:encoded><![CDATA[<p>Regression is a basic and important modeling technique for analyzing the data variance and predicting the future event.</p>
<p>Click here to download the slides for: <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/regression-instruction.ppt" rel="nofollow ugc">Regression Instruction</a></p>
<p>&nbsp;</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/04/05/week-11-clustering-and-association/</link>
				<pubDate>Tue, 05 Apr 2011 02:35:51 -0400</pubDate>

									<content:encoded><![CDATA[<p><strong>For Tuesday, </strong>we will do an exercise of data clustering and profile segmentation. Exercise:  <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/Exercise-of-Clustering-and-Segmentation.doc" rel="nofollow ugc">Exercise of Clustering and Segmentation </a> Answer: <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/Answer-for-Exercise-of-Clustering-and-Segmentation.doc" rel="nofollow ugc">Answer for Exercise of Clustering and Segmentation </a> &nbsp; <strong>For Thursday, </strong>we will learn how to find the relationships between &#8220;Beer and Napies&#8221; Instruction:  <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/Association-Rules.doc" rel="nofollow ugc">Association Rules or Market Basket Analysis </a> Exercise:  <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/Exercise-of-Association-Rules.doc" rel="nofollow ugc">Exercise of Association Rules </a> Answer: <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/04/Answer-for-Exercise-of-Association-Rules.doc" rel="nofollow ugc">Answer for Exercise of Association Rules [&#8230;]</a></p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/03/31/week-10-clustering-and-segmentation/</link>
				<pubDate>Thu, 31 Mar 2011 14:05:57 -0400</pubDate>

									<content:encoded><![CDATA[<p>Slides:</p>
<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/Introduction-to-Pattern-Discovery.ppt" rel="nofollow ugc">Introduction to Pattern Discovery</a></p>
<p>Manual:</p>
<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/Clustering-and-Segmentation.doc" rel="nofollow ugc">Clustering and Segmentation</a></p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/03/24/week-9-data-mining-lab1-pva97nk/</link>
				<pubDate>Thu, 24 Mar 2011 03:07:40 -0400</pubDate>

									<content:encoded><![CDATA[<p>SAS Enterprise Entrance:  <a href="https://support.sas.com/ctx3/sodareg/index.html?execution=e2s1" rel="nofollow ugc">https://support.sas.com/ctx3/sodareg/index.html?execution=e2s1</a> Instruction of using SAS Enterprise Miner to do data sourcing and exploration:  <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/Accessing-and-Assaying-Prepared-Data.doc" rel="nofollow ugc">Accessing and Assaying Prepared Data </a> Please note that this manual was for SAS Enterprise Miner 6.1, but we are using 6.2. There are two big differences: (1) we don&#8217;t have to create local folder in 6.2. So you can skip the [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/03/22/week-9-data-mining-warm-up/</link>
				<pubDate>Tue, 22 Mar 2011 03:53:40 -0400</pubDate>

									<content:encoded><![CDATA[<p>On Tuesday we will learn some basic theory of data mining, and learn how to create an account to use SAS data mining services.</p>
<p>Click <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/Week-9-1-Data-Mining.ppt" rel="nofollow ugc">here</a> for introduction slides. Click <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/Create-SAS-miner-Account.pdf" rel="nofollow ugc">Here to learn how to create SAS miner Account</a></p>
<p>Advanced textbook for using SAS miner:</p>
<p><a href="http://proquest.safaribooksonline.com.libproxy.temple.edu/book/databases/sas/9781590478295" rel="nofollow ugc">http://proquest.safaribooksonline.com.libproxy.temple.edu/book/databases/sas/9781590478295</a></p>
<p>&nbsp;</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/03/18/a-textbook-for-erd-and-sql/</link>
				<pubDate>Fri, 18 Mar 2011 22:21:53 -0400</pubDate>

									<content:encoded><![CDATA[<p>Here is a textbook which was used for teaching by MIS textbook. Although it was for ORACLE database, the content is the same for ERD and SQL parts. Check it out here:  <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/DBMS-textbook.pdf" rel="nofollow ugc">DBMS textbook</a></p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/03/15/extra-project-10-points/</link>
				<pubDate>Tue, 15 Mar 2011 03:36:33 -0400</pubDate>

									<content:encoded><![CDATA[<p>You need submit everything before Apr. 3 midnight 11:59 pm by Email, including your ERD, scenario description. Besides, you also need to create the database, tables and several records to your SQL workspace.  Project Description  It is an optional project for extra 10 points. 1. Create a detailed scenario from any of following topics:   (1) Amazon product review system  [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/03/15/week-8-olap-and-data-mining-entry/</link>
				<pubDate>Tue, 15 Mar 2011 02:40:04 -0400</pubDate>

									<content:encoded><![CDATA[<p>Welcome back from spring break and I hope you have had a great time. For this week, we will start a new journey of business data analytics: OLAP and Data mining entry. For Tuesday,  we will cover basic concepts of OLAP and do some practice in class. Related slides are here: <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/Week-8-1-OLAP-Intro.ppt" rel="nofollow ugc">Week-8-1 OLAP-Intro </a> <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/Week-8-2-PivotTable.ppt" rel="nofollow ugc">Week-8-2-PivotTable</a> Data for case1:  <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/retail_sales_feb1.xlsx" rel="nofollow ugc">retail_sales_feb1</a> Data [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/03/03/week-7-answer-keys-to-mid-term-exam/</link>
				<pubDate>Thu, 03 Mar 2011 14:34:18 -0500</pubDate>

									<content:encoded><![CDATA[<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/03/Mid-term-Exam-Answer-Keys.pptx" rel="nofollow ugc">Mid-term Exam Answer Keys</a></p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/02/24/mid-term-review/</link>
				<pubDate>Thu, 24 Feb 2011 01:27:54 -0500</pubDate>

									<content:encoded><![CDATA[<p>Click <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/Week-6-2-Mid-term-Review.ppt" rel="nofollow ugc">HERE</a> to download the slides for mid-term review.</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/02/22/week-6-erd-and-sql-exercise/</link>
				<pubDate>Tue, 22 Feb 2011 15:04:08 -0500</pubDate>

									<content:encoded><![CDATA[<p>Click <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/Week-6-1-ERD-SQL-Exercise1.ppt" rel="nofollow ugc">Week-6-1-ERD-SQL-Exercise</a> for slides.</p>
<p>SQL tutorial site: <a href="http://www.w3schools.com/sql/" rel="nofollow ugc">http://www.w3schools.com/sql/</a></p>
<p>Practice interface: <a href="http://class1.mis.temple.edu/dbclass.php" rel="nofollow ugc">http://class1.mis.temple.edu/dbclass.php</a></p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/02/17/week5-sql-practice-dml-alias-and-join/</link>
				<pubDate>Thu, 17 Feb 2011 14:43:42 -0500</pubDate>

									<content:encoded><![CDATA[<p><span>Intro to Join and Alias: <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/Week-5-2-SQL-ALIAS-JOIN1.ppt" rel="nofollow ugc">Week-5-2-SQL-ALIAS-JOIN</a></span></p>
<p>Lab Practice:</p>
<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/SQL2.1-Update-Insert-Delete.docx" rel="nofollow ugc">SQL2.1 Update Insert Delete</a></p>
<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/SQL2.3-Alias-Join.docx" rel="nofollow ugc">SQL2.3 Alias Join</a></p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/02/15/week-5-1-basic-sql/</link>
				<pubDate>Tue, 15 Feb 2011 15:22:01 -0500</pubDate>

									<content:encoded><![CDATA[<p>Introduction to basic SQL</p>
<p>	SELECT, INSERT, UPDATE, and DELETE<br />
	For the class presentation material and exercise questions, click <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/Week-5-1-SQL-Insert-Update-Delete.ppt" rel="nofollow ugc">HERE</a><br />
	Lab practice 1: <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/MIS2502_Lab-Exercise-2-Deliverable-Intro-to-SQL.docx.doc" rel="nofollow ugc">MIS2502_Lab-Exercise-1-Deliverable-Intro-to-SQL.docx</a>,<br />
	Lab practice 2: <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/MIS2502_Lab-Exercise-3-Deliverable-Intro-to-SQL_Continued1.docx.doc" rel="nofollow ugc">MIS2502_Lab-Exercise-2-Deliverable-Intro-to-SQL_Continued.docx</a></p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/02/08/week-4-1-erd-practice/</link>
				<pubDate>Tue, 08 Feb 2011 14:14:35 -0500</pubDate>

									<content:encoded><![CDATA[<p>Design a database which can be used to record all the transaction details of a retail firm such as Gap. Consider following players: Seller, Customer, Product. (Ignore suppliers here) Show your database design with ERD. Before draw it with Access 2007, please work together with your group members and draw it manually within 10 minutes. [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/02/01/week-3-lecture-slides/</link>
				<pubDate>Tue, 01 Feb 2011 05:28:16 -0500</pubDate>

									<content:encoded><![CDATA[<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/Intro-to-DB_-new1.ppt" rel="nofollow ugc">Introduction to Database</a></p>
<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/Relational-DB1.ppt" rel="nofollow ugc">Relational Database Model</a></p>
<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/Intro-to-Access-20072.pptx" rel="nofollow ugc">Intro to Access 2007</a></p>
<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/02/Access-2007-Tutorial.pdf" rel="nofollow ugc">Access 2007 Tutorial (Textbook)</a></p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/02/01/week-3-review-of-db-model/</link>
				<pubDate>Tue, 01 Feb 2011 05:11:51 -0500</pubDate>

									<content:encoded><![CDATA[<p>Good database design is important because even a good DBMS will perform poorly with a poorly designed database. The hierarchical model is based on a tree structure that is composed of a root segment, parent segments, and child segments. The hierarchical model depicts a set of one-to-many (l:M) relationships between a parent and its children. [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/01/26/week-2-case-study-of-sysco-bi-adoption/</link>
				<pubDate>Wed, 26 Jan 2011 03:11:20 -0500</pubDate>

									<content:encoded><![CDATA[<p>Please check the following slides for a quick review of SYSCO case and think about the questions.<br />
<a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/01/SYSCO.pptx" rel="nofollow ugc">SYSCO BI</a><br />
Answers to all questions will be addressed in Thursday&#8217;s class.</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/01/25/homework-groups/</link>
				<pubDate>Tue, 25 Jan 2011 14:55:22 -0500</pubDate>

									<content:encoded><![CDATA[<p>I have received notifications that you would like to be grouped as following. From now, each group of students need to work on the homework together and each group will receive the same score for all homeworks.  If your name is not on this list, please let me know by emails or by replying this [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/01/21/case-study-homework-tips/</link>
				<pubDate>Fri, 21 Jan 2011 04:19:02 -0500</pubDate>

									<content:encoded><![CDATA[<p>You need to do following things before next class:  (1) form a study group and tell me your group members by replying at <a href="http://community.mis.temple.edu/mis2502sec003s11/2011/01/17/week-1-welcome-to-mis2502-data-analytics/" rel="nofollow ugc">http://community.mis.temple.edu/mis2502sec003s11/2011/01/17/week-1-welcome-to-mis2502-data-analytics/</a> In this semester, you need to do homework with your group members. For each group, you only need to hand in one copy (hard copy), with all member names.  (2) get the business case (SYSCO) by [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/01/18/syllabus/</link>
				<pubDate>Tue, 18 Jan 2011 02:58:04 -0500</pubDate>

									<content:encoded><![CDATA[<p><a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/01/MIS2502_Sec003_Syllabus_Sp_201111.doc" rel="nofollow ugc">MIS2502_Sec003_Syllabus_Sp_2011</a> Course Start Date: Jan 18, 2011  / Course End Date: May 2, 2011     Instructor  Yang Yang  yangyang at temple. edu     Office/Office Hours   207c Speakman Hall  T R 0100p-0200P and by appointment    <strong>CRN: 069166 </strong> SP114 Speakman Hall  T R 1100A-1220P     <strong>Prerequisites: </strong>Grade of C- or better in MIS2101. <strong>Course Objectives : </strong>The course provides a foundation for designing database systems and analyzing business data to enhance firm competitiveness.  Concepts [&#8230;]</p>
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				<title>Yang Yang wrote a new post on the site Business Intelligence and Data Analytics</title>
				<link>http://community.mis.temple.edu/mis2502sec003s11/2011/01/17/week-1-welcome-to-mis2502-data-analytics/</link>
				<pubDate>Mon, 17 Jan 2011 04:38:32 -0500</pubDate>

									<content:encoded><![CDATA[<p><strong>Introduction: Understanding Data Analytics and Business Intelligence </strong> <em>Readings: </em>  <a href="http://community.mis.temple.edu/mis2502sec003s11/files/2011/01/businessIntelligence.ppt" rel="nofollow ugc">Business Intelligence </a>  <em>Discussion Questions </em>  Integrated view of business  Why is Data Analytics important?  What is needed for Data Analytics?  How can be Data Analytics built?  Who needs Data Analytics?   <strong>Business Intelligence and Business Intelligence Maturity Model </strong> <em>Readings:</em>  Reference Textbook Chapter 1  <a href="http://community.mis.temple.edu/mis2502sec002s11/files/2011/01/BI-presentation11.ppt" rel="nofollow ugc">Business Intelligence 2 </a> <a href="http://community.mis.temple.edu/mis2502sec002s11/files/2011/01/BI-Maturity-Model.ppt" rel="nofollow ugc">BI-Maturity-Model</a>  <em>Discussion Questions </em>  What is Business Intelligence?  What is BI cycle?  What is important for each stage of BI cycle?  What is BI [&#8230;]</p>
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