{"id":22,"date":"2018-01-17T14:36:08","date_gmt":"2018-01-17T19:36:08","guid":{"rendered":"http:\/\/community.mis.temple.edu\/mis3580sec001s2018\/?page_id=22"},"modified":"2025-01-12T19:56:02","modified_gmt":"2025-01-13T00:56:02","slug":"schedule","status":"publish","type":"page","link":"https:\/\/community.mis.temple.edu\/mis2502sec004spring2024\/schedule\/","title":{"rendered":"Schedule"},"content":{"rendered":"

 <\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
Day<\/strong><\/td>\nTopics<\/strong><\/td>\nCourse Materials<\/strong><\/td>\nAssignments<\/strong><\/td>\n<\/tr>\n
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1\/16<\/p>\n<\/td>\n

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Course Introduction and Syllabus<\/p>\n

The Things You Can Do with Data.<\/p>\n

The Information Architecture of an Organization<\/p>\n<\/td>\n

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PowerPoint:\u00a0Course Introduction<\/p>\n

The Things You Can Do with Data<\/p>\n

Information Architecture<\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n<\/tr>\n

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1\/18<\/p>\n<\/td>\n

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Understanding Database Schemas: Normalization, primary\/foreign keys, joins<\/p>\n<\/td>\n

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PowerPoint:\u00a0Relational Data Modeling<\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n<\/tr>\n

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1\/23<\/p>\n<\/td>\n

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In-class exercise: Creating database schema in MySQL Workbench<\/strong><\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

\u00a0<\/td>\n<\/tr>\n
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1\/25<\/p>\n<\/td>\n

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Getting data out of RDMS: SQL SELECT, DISTINCT MIN, MAX, COUNT, and WHERE<\/p>\n

Make sure you\u2019ve reviewed the guide for setting up a connection in MySQL Workbench <\/em><\/p>\n<\/td>\n

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PowerPoint:\u00a0SQL 1<\/p>\n<\/td>\n

\u00a0<\/td>\n<\/tr>\n
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1\/30<\/p>\n<\/td>\n

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In-class exercise: Pen and Paper exercise<\/strong><\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

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Assignment 1 Due: Database schema<\/p>\n<\/td>\n<\/tr>\n

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2\/1<\/p>\n<\/td>\n

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In-class exercise: Working with SQL, part 1<\/strong><\/p>\n

Getting data out of RDMS: Joining tables<\/p>\n<\/td>\n

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PowerPoint:\u00a0SQL 2<\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n<\/tr>\n

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2\/6<\/p>\n<\/td>\n

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In-class exercise: Working with SQL, part 2<\/strong><\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

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Assignment 2 Due: SQL #1<\/p>\n<\/td>\n<\/tr>\n

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2\/8<\/p>\n<\/td>\n

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In-class exercise: Working with SQL, part 2<\/strong><\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n<\/tr>\n

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2\/13<\/p>\n<\/td>\n

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Review for Exam 1<\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

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Assignment 3 Due: SQL #2<\/p>\n<\/td>\n<\/tr>\n

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2\/15<\/p>\n<\/td>\n

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Exam 1<\/strong><\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n<\/tr>\n

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2\/20<\/p>\n<\/td>\n

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Semi-structured data<\/p>\n

In-class exercise: Working with semi-structured data<\/strong><\/p>\n<\/td>\n

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PowerPoint: Semi-structured data & NoSQL<\/p>\n<\/td>\n

\u00a0<\/td>\n<\/tr>\n
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2\/22<\/p>\n<\/td>\n

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Introduction to Python<\/p>\n

In-class exercise: Getting familiar with Jupyter, Python Basic, Data types<\/strong><\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

\u00a0<\/td>\n<\/tr>\n
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2\/27<\/p>\n<\/td>\n

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Python Data Structures<\/p>\n

In-class exercise: Python Lists and Dictionaries<\/strong><\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n<\/tr>\n

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2\/29<\/p>\n<\/td>\n

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Python and JSON<\/p>\n

In-class exercise: Working with JSON in Python<\/strong><\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

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Assignment 4 Due: Python Basics<\/p>\n<\/td>\n<\/tr>\n

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3\/5-7<\/p>\n<\/td>\n

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Spring Break \u2013 No class<\/h4>\n<\/td>\n

\n

 <\/p>\n<\/td>\n

\u00a0<\/td>\n<\/tr>\n
\n

3\/12<\/p>\n<\/td>\n

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In-class exercise: Working with JSON in Python<\/strong> (continued)<\/p>\n

Reconciling Data: The extract, transform, load process (ETL)<\/p>\n<\/td>\n

\n

PowerPoint:\u00a0ETL<\/p>\n<\/td>\n

\n

 <\/p>\n<\/td>\n<\/tr>\n

\n

3\/14<\/p>\n<\/td>\n

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Python Pandas<\/p>\n

In-class exercise: Working with Python Pandas<\/strong><\/p>\n<\/td>\n

\n

 <\/p>\n<\/td>\n

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Assignment 5 Due: Python and JSON<\/p>\n<\/td>\n<\/tr>\n

\n

3\/19<\/p>\n<\/td>\n

\n

Hypothesis Testing<\/p>\n

Principles of Data Visualization<\/p>\n

In-class exercise: Data Visualization<\/strong><\/p>\n<\/td>\n

\n

PowerPoint:\u00a0Hypothesis Testing
\nData Visualization<\/p>\n<\/td>\n

\n

 <\/p>\n<\/td>\n<\/tr>\n

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3\/21<\/p>\n<\/td>\n

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Review for Exam 2<\/p>\n<\/td>\n

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 <\/p>\n<\/td>\n

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Assignment 6 Due: Pandas<\/p>\n<\/td>\n<\/tr>\n

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3\/26<\/p>\n<\/td>\n

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Review for Exam 2 (by Meixian Wang)<\/p>\n<\/td>\n

\u00a0<\/td>\n\u00a0<\/td>\n<\/tr>\n
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3\/28<\/p>\n<\/td>\n

\n

Exam 2<\/strong><\/p>\n<\/td>\n

\u00a0<\/td>\n\u00a0<\/td>\n<\/tr>\n
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4\/2<\/p>\n<\/td>\n

\n

Introduction to Advanced Analytics<\/p>\n

Classification using Decision Trees<\/p>\n<\/td>\n

\n

PowerPoint:\u00a0Advanced Analytics \u2013 Introduction<\/p>\n

Classification using Decision Trees<\/p>\n<\/td>\n

\u00a0<\/td>\n<\/tr>\n
\n

4\/4<\/p>\n<\/td>\n

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In-class exercise: Decision trees in Python<\/strong><\/p>\n<\/td>\n

\n

 <\/p>\n<\/td>\n

\u00a0<\/td>\n<\/tr>\n
\n

4\/9<\/p>\n<\/td>\n

\n

Analysis Scenario: Identifying similar customers (clustering and segmentation)\u00a0<\/p>\n<\/td>\n

\n

PowerPoint:\u00a0Clustering and Segmentation<\/p>\n<\/td>\n

\n

Assignment 7 Due: Decision Trees<\/p>\n<\/td>\n<\/tr>\n

\n

4\/11<\/span><\/p>\n<\/td>\n

\n

In-class exercise: Clustering and Segmentation in <\/strong>Python<\/strong><\/span><\/p>\n<\/td>\n

\n

\u00a0<\/h4>\n<\/td>\n

\n

\u00a0<\/h4>\n<\/td>\n<\/tr>\n

\n

4\/16<\/p>\n<\/td>\n

\n

Analysis Scenario: What products are purchased together? (Association Rules)<\/p>\n

In-class exercise: Computing Confidence, Support, and Lift<\/strong><\/p>\n<\/td>\n

\n

PowerPoint:\u00a0Association Rule Mining<\/p>\n<\/td>\n

\n

Assignment 8 Due: Clustering<\/p>\n<\/td>\n<\/tr>\n

\n

4\/18<\/p>\n<\/td>\n

\n

In-class exercise: Association Rule Mining in <\/strong>Python<\/strong><\/p>\n<\/td>\n

\n

\u00a0<\/h4>\n<\/td>\n

\n

\u00a0<\/h4>\n<\/td>\n<\/tr>\n

\n

4\/23<\/p>\n<\/td>\n

\n

Review for Exam 3<\/p>\n<\/td>\n

\n

 <\/p>\n<\/td>\n

\n

Assignment 9 Due: Association Rules<\/p>\n<\/td>\n<\/tr>\n

\n

4\/25<\/p>\n<\/td>\n

\n

Exam 3<\/strong><\/p>\n<\/td>\n

\n

 <\/p>\n<\/td>\n

\n

 <\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

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  Day Topics Course Materials Assignments 1\/16 Course Introduction and Syllabus The Things You Can Do with Data. The Information Architecture of an Organization PowerPoint:\u00a0Course Introduction The Things You Can Do with Data Information Architecture   1\/18 Understanding Database Schemas: Normalization, primary\/foreign keys, joins PowerPoint:\u00a0Relational Data Modeling   1\/23 In-class exercise: Creating database schema in […]<\/p>\n","protected":false},"author":17214,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"class_list":{"0":"post-22","1":"page","2":"type-page","3":"status-publish","5":"entry"},"_links":{"self":[{"href":"https:\/\/community.mis.temple.edu\/mis2502sec004spring2024\/wp-json\/wp\/v2\/pages\/22","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/community.mis.temple.edu\/mis2502sec004spring2024\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/community.mis.temple.edu\/mis2502sec004spring2024\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/mis2502sec004spring2024\/wp-json\/wp\/v2\/users\/17214"}],"replies":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/mis2502sec004spring2024\/wp-json\/wp\/v2\/comments?post=22"}],"version-history":[{"count":154,"href":"https:\/\/community.mis.temple.edu\/mis2502sec004spring2024\/wp-json\/wp\/v2\/pages\/22\/revisions"}],"predecessor-version":[{"id":1377,"href":"https:\/\/community.mis.temple.edu\/mis2502sec004spring2024\/wp-json\/wp\/v2\/pages\/22\/revisions\/1377"}],"wp:attachment":[{"href":"https:\/\/community.mis.temple.edu\/mis2502sec004spring2024\/wp-json\/wp\/v2\/media?parent=22"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}