Skip to main content
Side panel
Home
Schools
APPLIED BUSINESS
ARCHITECTURE
BRIDGEPOINT
BUILDING CONSTRUCTION
CIVIL ENGINEERING AND LAND SURVEYING
COMMUNITY STUDIES
COMPUTING, ELECTRICAL AND APPLIED TECHNOLOGY
CREATIVE INDUSTRIES
ENVIRONMENTAL AND ANIMAL SCIENCES
HEALTHCARE AND SOCIAL PRACTICE
TRADES AND SERVICES
Tuapapa Rangahau and Postgraduate Resources
Unitec Pathways College
All departments
Students
ONLINE TOOLS
MyPortfolio guide
MyUnitec Portal
Student Email Outlook
Ask IMS
Ask IMS orientation
STUDY SUPPORT
ACADEMIC INTEGRITY
Library
International
Maia Maori
Student Central (Te Pae Korero)
Student Learning and Achievement
Study Toolbox
The Pacific Centre
OTHER SERVICES
Career and Study Options
CAREER & EMPLOYABILITY
Clubs and Sports
Health and Safety Reporting
Counselling Services
Student Reps
Student Advocates
Scholarships and Awards
Staff
ELEARNING
Generative AI for Teachers
Digital Learning Standards
Echo 360
Flexible L&T
H5P Interactive Activities
MyPortfolio
SEAtS
Staff Guide to Moodle
Turnitin
Zoom for Teachers
OTHER
Academic Quality
Badges (Teaching Competencies)
Collaborative Spaces
E-cheating Awareness
Moodle role induction
Request a new Moodle course
Te Rito Suite
More
Search
Close
Search
Toggle search input
English (en)
Afrikaans (af)
Deutsch (de)
English (en)
Filipino (fil)
Français (fr)
Tagalog (tl)
You are currently using guest access
Log in
Home
Schools
Collapse
Expand
APPLIED BUSINESS
ARCHITECTURE
BRIDGEPOINT
BUILDING CONSTRUCTION
CIVIL ENGINEERING AND LAND SURVEYING
COMMUNITY STUDIES
COMPUTING, ELECTRICAL AND APPLIED TECHNOLOGY
CREATIVE INDUSTRIES
ENVIRONMENTAL AND ANIMAL SCIENCES
HEALTHCARE AND SOCIAL PRACTICE
TRADES AND SERVICES
Tuapapa Rangahau and Postgraduate Resources
Unitec Pathways College
All departments
Students
Collapse
Expand
ONLINE TOOLS
MyPortfolio guide
MyUnitec Portal
Student Email Outlook
Ask IMS
Ask IMS orientation
STUDY SUPPORT
ACADEMIC INTEGRITY
Library
International
Maia Maori
Student Central (Te Pae Korero)
Student Learning and Achievement
Study Toolbox
The Pacific Centre
OTHER SERVICES
Career and Study Options
CAREER & EMPLOYABILITY
Clubs and Sports
Health and Safety Reporting
Counselling Services
Student Reps
Student Advocates
Scholarships and Awards
Staff
Collapse
Expand
ELEARNING
Generative AI for Teachers
Digital Learning Standards
Echo 360
Flexible L&T
H5P Interactive Activities
MyPortfolio
SEAtS
Staff Guide to Moodle
Turnitin
Zoom for Teachers
OTHER
Academic Quality
Badges (Teaching Competencies)
Collaborative Spaces
E-cheating Awareness
Moodle role induction
Request a new Moodle course
Te Rito Suite
Open course index
Open block drawer
COMP8811-C11-S1-2024-Data Analytics & Intelligence
Topic outline
General
Course Information
Course Texts
Assessments
Wk1: Intro to Data Analytics & Intelligence
Wk 2: Data Warehousing & Dimensional Modeling
Wk 3: Time Series & Machine Learning
Wk 4: Expert Systems & Fuzzy Logic
Academic Integrity /
Whakamana Ako
Academic integrity means that any work you carry out in your academic studies is "honest, fair, respectful and responsible" (Monash University, 2022, para. 1). Click on the link below to find out more.
Academic Integrity: Understanding Plagiarism and Contract Cheating
(Unitec resource)
Why do we need to reference? We need to show:
we have done research;
where ideas (or words/phrases) come from;
where the reader can do more reading on this topic.
Failure to acknowledge sources is very serious and is called
plagiarism
. In your assignments you will be expected to use
APA referencing 7th edition
.
Assessment Outline / Te Tukanga Aromatawai
Assessment 1
Assignment 1
File
Assignment 1 Submission Link
Turnitin Assignment
Assessment 2
Assignment 2
File
Assignment two submission link
Turnitin Assignment