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CMT426/CMM426 KECERDASAN DAN ANALITIK PERNIAGAAN (BUSINESS INTELLIGENCE AND ANALYTICS)
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Academic Calendar, Course Plan, Assignments & Attendance
2023/2024 Academic Calendar
CMT426-CMM426-Course-Planner-S2-2023-2024-v02.1
Group Registration
Assignment 1
Assignment 1 Rubrics
Assignment 1 Submission
Assignment 02
Assignment 02 Submission
Test 1: Model Answer-Section B (Subjective)
AN OVERVIEW OF BUSINESS INTELLIGENCE, ANALYTICS, DATA SCIENCE, AND ARTIFICIAL INTELLIGENCE FOR DECISION SUPPORT
OVERVIEW OF BI, ANALYTICS, DS, AND AI
Simon's Decision Making Model
Heuristics
ARTIFICIAL INTELLIGENCE: CONCEPTS, DRIVERS, MAJOR TECHNOLOGIES, AND BUSINESS APPLICATIONS
AI CONCEPTS, DRIVERS, TECHNOLOGY AND APPLICATIONS
Week 3: DATA WAREHOUSING
[NOTES] Chap 3 Data Warehousing
[INFOGRAPHIC] Data marts and data warehouse
[VIDEO] OLAP vs OLTP (Duration: 13:14 minutes)
[LECTURE RECORDING] Data Warehouse 2024
Quiz
Week 4: BUSINESS REPORTING AND VISUAL ANALYTICS
[NOTES] Chap 4 Business Reporting and Visual Analytics
[LAB RECORDING] Lab using Tableau (16 April 2024)
[LECTURE RECORDING] Business Reporting and Visual Analytics 2024
[LAB] Lab Manual and Dataset
[PDF File] Format/Sample for Lab report 1
[LAB] Lab 1 Submission
[VIDEO] TED-Ed: The beauty of data visualisation (Duration: 18:17).
Week 5: DATA MINING PROCESS, METHODS, AND ALGORITHMS
Chap 5 Data Mining
Data Mining: 6 Essential Techniques
Week 6: MACHINE LEARNING AND DEEP LEARNING TECHNIQUES FOR PREDICTIVE ANALYTICS
Chap 6 ANN, SVM and kNN
[LAB] Social Media Data Extraction using Facepager
[LAB RECORDING] Data Collection using Facepager
Week 7: TEXT MINING AND SENTIMENT ANALYSIS
Chap 7 Text Analytics and Sentiment Analysis (updated)
[LAB] Lab 2 Instruction: Sentiment Analysis and Topic Model using Rapid Miner
[lLAB] Dataset
[LAB] Lab 2 Exercise/Report
[RECORDING] Lab 2 - Sentiment Analysis and Topic Modelling
Lab 2 Submission - Due: Extended to Monday 13 May 2024, 11.59pm
Week 9: WEB MINING AND SOCIAL ANALYTICS
Chap 8 Web Mining and Social Media Analytics
[EXTRA] Topic Model
PRESCRIPTIVE ANALYTICS: OPTIMIZATION SYSTEMS
OPTIMIZATION SYSTEMS
MyDoorDecor Template
Linear Programming Concepts Explained via YouTube Videos
Lab 03 – Linear Programming with Microsoft Excel Solver
Lab 03 Submission
METAHEURISTIC OPTIMIZATION
METAHEURISTIC OPTIMIZATION
GA for TSP (Java Implementation)
GA for the Secret Code Guessing Game (Java Implementation)
Lab 04
Lab 04 Submission
KNOWLEDGE SYSTEMS: EXPERT SYSTEMS, RECOMMENDERS, CHATBOTS, AND VIRTUAL PERSONAL ASSISTANTS
KNOWLEDGE SYSTEMS - EXPERT SYSTEMS, RECOMMENDERS, CHATBOTS & VIRTUAL PERSONAL ASSISTANTS
Expert Systems (Javapoint.com)
YouTube: Recommender System (collaborative filtering, content based filtering)
YouTube: How Recommender Systems Work (Netflix/Amazon)
YouTube: Content based Recommender Systems
YouTube: Collaborative Filtering
GROUP DECISION MAKING, COLLABORATION SYSTEMS, AND AI SUPPORT
GROUP DECISION MAKING, COLLABORATION SYSTEMS AI SUPPORT
YouTube: Group Decision Making Process
YouTube: Crowdsourcing
YouTube: Crowdsourcing Real Life Examples
YouTube: What is Crowdsourcing
BIG DATA AND ANALYTICS
BIG DATA AND ANALYTICS
01 Tutorial MapReduce explained
02 What is Hadoop
03 What is Hadoop
04 What is Big Data and Hadoop
05 What is Hadoop?: SQL Comparison
06 Hadoop In 5 Minutes | What Is Hadoop? | Introduction To Hadoop | Hadoop Explained |Simplilearn
BUSINESS ANALYTICS: EMERGING TREND AND FUTURE IMPACTS
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APPLIED SCIENCES
SCHOOL OF COMPUTER SCIENCES
Summary
Course info
CMT426/CMM426 KECERDASAN DAN ANALITIK PERNIAGAAN (BUSINESS INTELLIGENCE AND ANALYTICS)
Lecturer:
DR. NOOR FARIZAH BINTI IBRAHIM
Lecturer:
PROFESOR MADYA DR. WONG LI PEI
Skill Level
:
Beginner