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ATW115R PENGENALAN ANALITIK DATA (INTRODUCTION TO DATA ANALYTICS)
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Coursework - Project
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Submission: Group Project
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Registration: Group Assignment
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Assignment Brief
Submission: Group Assignment
Lecture Materials
Slides - Course Introduction
Slides - Introduction to Business Analytics
Slides - Data Analytics Lifecycle
Slides - AI
Slides - Descriptive Statistics (Part I)
Slides - Descriptive Statistics (All)
Video Recording - Descriptive Statistics II
Slides - Data Visualisations
Slides - Data Mining
Slides - Linear Regression
Slides - Time Series Analysis and Forecasting
Slides - Linear Optimisation Models
Slides - Decision Analysis
Tutorial 01 - Basic Excel Skills
Tutorial 01 - Basic Excel Skills
Tutorial 01 - Guidelines
Tutorial 01 - Datasets
01. Enable Analysis Toolpak
02. Excel Formulas
03. Basic Excel Functions (Part 1)
04. Basic Excel Functions (Part 2)
05. Basic Excel Functions (Part 3)
06. Range Names
Video 09 - Measures of Association, and Outliers
Tutorial 02 - Database Analytics I
Tutorial 02 - Database Analytics I
Tutorial 02 - Guidelines
Tutorial 02 - Datasets
01. Create Excel Table
02. Table-Based Calculations
03. Sorting Data in Excel
04. Pareto Analysis
05. Filtering Records
06. Advanced Filtering
07. Logical Functions
08. VLOOKUP
09. Combinations of Lookup Functions
Tutorial 03 - Database Analytics II
Tutorial 03 - Database Analytics II
Tutorial 03 - Guidelines
Tutorial 03 - Datasets
01. Create Excel Template
02. Create Form Controls
03. Create Combo Box
04. PivotTable: Display Revenue
05. PivotTable: Explore Value Field Settings
06. PivotTable: Using Slicers
07. Create PivotChart
Tutorial 04 - Data Visualisation
Tutorial 04 - Data Visualisation
Tutorial 04 - Guidelines
Tutorial 04 - Datasets
Video 01 - Column Chart
Video 02 - Line Charts
Video 03 - Pie Chart
Video 04 - Area Chart
Video 05 - Scatter Chart
Video 06 - Bubble Chart
Video 07 - Combination Chart
Video 08 - Radar Chart
Video 09 - Data Bars
Video 10 - Colour Scales
Video 11 - Icon Sets
Video 12 - Sparklines
Tutorial 05 - Descriptive Statistical Measures (I)
Tutorial 05 - Guidelines
Tutorial 05 - Datasets
Video 01 - Frequency Distribution for Categorical Data
Video 02 - Relative Frequency Distribution for Categorical Data
Video 03 - Frequency Distribution and Excel Histogram
Video 04 - Grouped Frequency Distribution for Numerical Data
Video 05 - Cumulative Relative Frequencies
Video 06 - Grouped Frequency Distribution using PivotTables
Video 07 - Percentiles
Video 08 - Using Excel Rank and Percentile Tool
Video 09 - Quartiles
Video 10 - Cross Tabulation
Tutorial 06 - Descriptive Statistical Measures (II)
Tutorial 06 - Guidelines
Tutorial 06 - Dataset
Video 01: Find the Mean
Video 02: Find the Median
Video 03: Find the Mode
Video 04: Compute the Midrange
Video 05: Range and Interquartile Range
Video 06: Variance and Standard Deviation
Video 07: z-Scores
Video 08: Skewness
Video 09: Excel Descriptive Statistics Tool
Video 10: Proportion
Video 11: Statistical Measures in PivotTable
Video 12: Covariance
Video 13: Correlation Coefficient
Video 14: Outliers
Tutorial 7 - Trendlines and Regression Analysis
Tutorial 07 - Guidelines
Tutorial 07 - Dataset(1)
Video 1 - Investigate Relationships
Video 2 - Regression Line
Video 3 - Least Squares Coefficients
Video 4 - Simple Linear Regression
Video 5 - Multiple Linear Regression
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APPLIED ARTS
SCHOOL OF MANAGEMENT
Summary
Course info
ATW115R PENGENALAN ANALITIK DATA (INTRODUCTION TO DATA ANALYTICS)
Lecturer:
DR. CHEANG PECK YENG SHARON
Skill Level
:
Beginner