| Course Outline and Assessments Information |
 Course Outline - IT5507 |
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 Assessment: How to upload a file to the dropbox |
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Project Description |
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 Your Provisional Results for the Course |
You can check your provisional results by visiting the following link:
https://results.whitireia.ac.nz/
Log in using your Moodle username and password to access your results.
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| Day 1 - Introduction to Data Science, Information Systems (IS) Concepts |
Data Science - What is it all about |
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Data Science Examples |
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Day 1 - Introduction to Information Systems (IS) |
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Lab 1 |
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THE ADVANTAGES OF DATA-DRIVEN DECISION-MAKING |
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What is information systems? Definition, uses, and examples |
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Information Science vs Data Science: 5 Key Differences! |
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What are information systems? (Definition and benefits) |
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| Day 2 - Database Systems |
 Examples - Database Systems bank and university |
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Business Process Modelling BPMN |
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Day 2 - Database Systems |
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Lab 2.0 |
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Lab 2.1 |
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Create BPMN diagrams in Visio |
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Explore The Role of Data Processing in Research |
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Importance of Database Design in DBMS |
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Blockchain vs. Traditional Database: What Should Be a Startup’s Choice |
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5 Common Data Management Mistakes and How to Avoid Them |
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| Day 3 - Data Models |
Day 3 - Data Models |
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Lab 3 |
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Lecture notes (Much simplifed version) |
Based on the original presentation slides but use less words and sentences, and simplified descriptions of terminologies. |
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IBM definition of What is data modeling? |
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Why is Data Modeling Important for Your Business? |
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NoSQL Databases: Advantages and Disadvantages |
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| Day 4 - Relational Database Model |
Day4 - Relational Database Model |
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Lab 4 |
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Day4-Data and Process Modeling |
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DFD Examples - Lemonade |
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Lab 4.1 DFD |
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Chapter 8 The Entity Relationship Data Model |
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Chapter 9 Integrity Rules and Constraints |
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Oracle Definition: What is a Relational Database (RDBMS)? |
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| Day 5 - Revision, ER (Entity-Relationship) Modelling and Test 1 |
Day 5 - ERD Modeling |
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Lab 5 |
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ERD Modelling - Oreilly Activity |
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Entity Relationship Diagrams (ERDs) with draw.io |
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Chapter 10 ER Modelling |
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ER Diagram: Entity Relationship Diagram Model | DBMS Example |
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O'Reilly : Entity Relationship Modeling Examples |
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Recursive Relationships |
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Entity Relationship Modeling Database Examples Oreilly |
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| Day 6 - Database Design |
Day 6 - Database Design |
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6.1 - ERD review based on Day 5 |
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6.2 - Data Design and ERD Component |
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Lab 6 Data Design and ERD |
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Lab 6.1 |
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The Role of Database Management System in Information Systems |
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Database Systems Development Life Cycle |
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Centralized Database and Distributed Database |
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How to Model Relational Database Design with ERD? |
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| Day 7 - Business Intelligence and Data Warehouses |
Day 7 - Business Intelligence and Data Warehouses |
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Lab 7 |
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Lab 7.1 |
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7 Key Benefits of Business Intelligence |
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Data Analytics for Manufacturing: the Tesla’s Case Study |
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Business Intelligence & Data Warehousing for Government |
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Discover data analysis by Microsoft |
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Much simplified lecture notes for Day 6 and 7 |
Complementary to formal lecture notes |
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| Day 8 - Big Data and NoSQL |
Day 8 - Big Data and NoSQL |
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Lab 8 |
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Lab 8.1 Interactive Chart Analysis |
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Revolutionizing Retail: Unleashing the Power of Predictive Analytics for Enhanced Customer Service |
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How Analytics Make For A Smarter Retail Business |
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Big Data and Social Media for Better Marketing |
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Big Data, Big Impact: How Data Improves Your Social Media Marketing |
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Exploring NoSQL Database Examples |
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Describe the capabilities of Microsoft Power BI by Microsoft |
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| Day 9 - Database Connectivity and Web Technologiess |
Day 9 - Database Connectivity and Web Technologies |
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Day 9 - Article Database Connectivity |
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Lab 9 |
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What is Cloud Migration? Strategy, Processes, Benefits & Risks |
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How to Define Ethical Behavior & Why It’s Important in the Workplace |
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| Day 10 - Revision, Database Administration and Security, Test 2 |
Day 10 - Database Administration and Security |
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Lab 10 |
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Day 10 - Article Database Administration and Security |
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A Guide To Leadership and Conflict Management |
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Article 1 - What is a database administrator (DBA) |
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Article 2 - What is a database administrator? |
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Article 3 - What is database security? |
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| Day11 - Databases and MS Access |
Database and Ms Access |
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Lab 11 |
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Oracle definition of Database |
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How MS Access differs from MS Excel? |
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Benefits of using Microsoft Access |
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| Day12 - Creating a Database, table, design |
Microsoft Access Basics |
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Creating a Database |
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Lab 12 |
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 Exercise 1 - Xmas List Database (Template Answer) |
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Exercise 2 - Shopping List Database (Template Answer) |
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Exercise 3 - Movies Database (Template Answer) |
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Create a database in Access |
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Introduction to tables |
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 Microsoft Access for Beginners: Creating a Database from Scratch |
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Creating Tables - How To Create a New Table in Microsoft MS Design & Datasheet View |
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| Day 13 - Creating Queries in Access |
Creating Queries in Access |
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Lab 13 |
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Exercise 1 - Films Database |
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Exercise 1 - Films Database (Template Answer) |
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Exercise 2 - Wealth |
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Exercise 2 - Wealth Database (Template Answer) |
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Exercise 3 - Films |
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Exercise 3 - Films Database (Template Answer) |
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MSAccess Tutorial 1 |
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MSAccess Tutorial 2 |
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MSAccess Tutorial 3 |
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Create a simple select query |
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Video Tutorial: Designing a Simple Query in MS Access |
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Video Tutorial: Using Queries in an Access Database (Comprehensive) |
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| Day 14 and 15 - Creating forms and reports in Access |
Creating and Modifying Forms |
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Creating and Modifying Reports |
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Lab 14 |
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Pets Database |
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Pets Database (Template Answer) |
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Forms- Create a form in Access |
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Reports- Create a simple report |
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How to Insert a logo into a form or report |
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Video Tutorial : Creating a form in Access simple steps |
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Video Tutorial : Creating a report in Access simple steps |
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