Summary of CDS512 KECERDASAN PERNIAGAAN & ANALITIK KEPUTUSAN (BUSINESS INTELLIGENCE & DECISION ANALYTICS)

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CDS512 KECERDASAN PERNIAGAAN & ANALITIK KEPUTUSAN (BUSINESS INTELLIGENCE & DECISION ANALYTICS)

Lecturer: PROFESOR MADYA DR. SYAHEERAH BINTI LEBAI LUTFI
Lecturer: PROFESOR MADYA DR. WONG LI PEI

Skill Level: Beginner

GENERAL

Announcements

General Forum

ACADEMIC CALENDAR, COURSE PLAN, ASSIGNMENTS, ATTENDANCE & TELEGRAM GROUP

2023/2024 Academic Calendar

CDS512-Course_Planner-S2-2023-2024-v01.3

Assignment Group Formation

Assignment 01

Assignment 1

Assignment 01 Top Videos

Assignment 02

Assignment 02 Submission

Telegram Group - Join here

TEST 1 - 30 APRIL 2024

Test 1 &amp; Lab 1,2 Marks Compilations

LABS

Power BI Desktop Installation

Lab 01

Lab 01 Exercise

Lab 1 Sample Answer

Assignment 01 &amp; Lab 01 Tutorial Recording

Lab 02

Lab 02 Exercise

Lab 2 Sample Answer

Lab 03 Manual and Resources

Lab 03 Submission

Lab 04 Manual and Resources

Lab 04 Submission

INTRODUCTION TO BUSINESS INTELLIGENCE, ANALYTICS, AND DATA SCIENCE

LECTURE LINK: Business Intelligence, Analytics, and Data Science: A Managerial Perspective

CHAPTER 1 SLIDES - PDF

INTRODUCTION TO BUSINESS INTELLIGENCE, ANALYTICS, AND DATA SCIENCE - Extra ref

Application Case 1.1: Sports Analytics (extra read)

Application Case 1.2 Silvaris Increases Business with Visual Analysis and Real Time Reporting Capabilities

Application Case 1.3 Siemens Reduces Cost with the Use of Data Visualization

DATE SCIENCE: Romance Analytics Activity - SUBMIT YOUR WORK HERE

DESCRIPTIVE ANALYTICS

THE NATURE OF DATA - PPT

Statistical analysis (simple version)

Application case 2.1

Class Activity using JMP [Stats Tool]

DATA VISUALIZATION

UPDATED SLIDES FOR DATA VISUALIZATION - APRIL 2024

CHAPTER 3: RECORDED LECTURE

DETECTIVE TELCO CASE STUDY

ACTIVITY 1: Discussion on Application case 2.6 : Macfarlan Smith Improves Operational Performance Insight with Tableau Online

SLIDE (GUEST LECTURE): FUTURE TRENDS AND MANAGERIAL CONSIDERATIONS IN INFORMATICS - FOCUSING IN DATA VISUALIZATION

Recorded lecture: Ahmed Chamy from D'Cube Analytics

BUSINESS INTELLIGENCE AND DATA WAREHOUSING

Data Warehouse

CHAPTER 4: RECORDED LECTURE

SLIDE (GUEST LECTURE) : DATA WAREHOUSE IN INDUSTRY 4.0

RECORDED LECTURE (GUEST LECTURE): DATA WAREHOUSE IN INDUSTRY 4.0

BUSINESS PERFORMANCE MANAGEMENT

BUSINESS PERFORMANCE MANAGEMENT SLIDES

BPM RECORDED LECTURE - 2023 (Dr. Syaheerah)

Balanced Scorecard and Six Sigma as Performance Measurement System

BPM:: Dr Kavigta (GSB) Guest lecture : a MUST listen/watch!

Guest Lecture Dr Kavitaa - New (2024) updated slides

INTRODUCTION TO DECISION ANALYTICS

INTRO TO DECISION ANALYTICS

INTRO TO DECISION ANALYTICS (with recorded audio, password = "cds512")

OVERVIEW OF MODEL BUILDING

OVERVIEW OF OR MODELING

OVERVIEW OF OR MODELING (with recorded audio, password = "cds512")

Example Cases

LINEAR PROGRAMMING

INTRODUCTION TO LINEAR PROGRAMMING I

INTRODUCTION TO LINEAR PROGRAMMING II

Class Activity – Linear Programming

Wyndor Glass Spreadsheet

Wyndor (Google OR-Tools)

YouTube - Linear Programming 1: Maximization -Extreme/Corner Points (LP)

YouTube - Linear Programming 2: Graphical Solution - Minimization Problem

YouTube - Linear Programming 3: Graphical Solution – with negative coefficients

YouTube - Linear Programming 4: Slack/Surplus, Binding Constraints, Standard Form

YouTube - Linear Programming 5: Alternate solutions, Infeasibility, Unboundedness, &amp; Redundancy

YouTube - LP Graphical Method (Multiple/Alternative Optimal Solutions)

METAHEURISTICS IN DECISION ANALYTICS

METAHEURISTICS IN DECISION ANALYTICS

Test 1 & Lab 1,2 Marks Compilations

Assignment 01 & Lab 01 Tutorial Recording

YouTube - Linear Programming 5: Alternate solutions, Infeasibility, Unboundedness, & Redundancy