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SEM2 BICS 4360 Section 01 Statistics for Data Science
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Welcome to the Statistics for Data Science course!
BICS 4360 Welcome (Section 1)
BICS 4360 Section 1 Course Plan
References
TEXTBOOK: Practical Statistics for Data Scientists
Chapter 1: Exploratory Data Analysis
BICS 4360 Chapter 1 (Exploratory Data Analysis)
BICS 4360 Chapter 1 - Class Activity 1 (Questions)
BICS 4360 Chapter 1 - Class Activity 1 (Answers)
BICS 4360 Chapter 1 - Class Activity 2 (Questions)
BICS 4360 Chapter 1 - Class Activity 2 (Answers)
BICS 4360 Chapter 1 - Class Activity 3 (Questions)
BICS 4360 Chapter 1 - Class Activity 3 (Answers)
BICS 4360 Chapter 1 - Class Activity 4 (Questions)
BICS 4360 Chapter 1 - Class Activity 4 (Answers)
Chapter 2: Data and Sampling Distributions
BICS 4360 Chapter 2 (Data and Sampling Distributions)
BICS 4360 Chapter 2 - Class Activity 1 (Questions)
BICS 4360 Chapter 2 - Class Activity 1 (Answers)
BICS 4360 Chapter 2 - Class Activity 2 (Questions)
BICS 4360 Chapter 2 - Class Activity 2 (Answers)
BICS 4360 Chapter 2 - Class Activity 3 (Questions)
BICS 4360 Chapter 2 - Class Activity 3 (Answers)
BICS 4360 Chapter 2 - Class Activity 4 (Questions)
BICS 4360 Chapter 2 - Class Activity 4 (Answers)
Chapter 3: Statistical Experiments and Significance Testing
BICS 4360 Chapter 3 (Statistical Experiments and Significance Testing) Part 1
BICS 4360 Chapter 3 - Class Activity 1 (Questions)
BICS 4360 Chapter 3 - Class Activity 1 (Answers)
BICS 4360 Chapter 3 - Class Activity 2 (Questions)
BICS 4360 Chapter 3 - Class Activity 2 (Answers)
Chapter 4: Regression and Prediction
BICS 4360 Chapter 4 (Regression and Prediction)
BICS 4360 Chapter 4 - Class Activity 1 (Questions)
BICS 4360 Chapter 4 - Class Activity 1 (Answers)
BICS 4360 Chapter 4 - Class Activity 2 (Linear Regression R Codes)
Chapter 5: Classification
BICS 4360 Chapter 5 (Classification)
BICS 4360 Chapter 5 - Class Activity 1 (Questions)
BICS 4360 Chapter 5 - Class Activity 1 (Answers)
BICS 4360 Chapter 5 - Class Activity 2 (Questions)
BICS 4360 Chapter 5 - Class Activity 2 (Answers)
Chapter 6: Statistical Machine Learning
BICS 4360 Chapter 6 (Statistical Machine Learning)
BICS 4360 Chapter 6 - Class Activity 1 (Questions)
BICS 4360 Chapter 6 - Class Activity 1 (Answers)
BICS 4360 Chapter 6 - Class Activity 2 (Questions)
BICS 4360 Chapter 6 - Class Activity 2 (Answers)
Chapter 7: Unsupervised Learning
Ch 7 Unsupervised Learning
[Coursework] Group Project (20%)
BICS 4360 Section 1 - Group Project Details (FINALISED)
BICS 4360 Group Project Guidelines (Proposal)
BICS 4360 Group Project Rubric (Proposal)
BICS 4360 Group Project Rubric (Report)
BICS 4360 Group Project Rubric (Presentation)
SUBMISSION: Group Project Proposal - PDF Format [5%]
SUBMISSION: Group Project Presentation Slides - PDF Format [5%]
SUBMISSION: Group Project Report - PDF Format [10%]
[Coursework] Assignments (20%)
SUBMISSION: Assignment 1 (Individual) - PDF Format [5%]
SUBMISSION: Assignment 2 (Individual) - PDF Format [5%]
SUBMISSION: Assignment 3 (Group) - PDF Format [10%]
[Coursework] Quizzes (20%)
Section 1: Quiz 1 [10%]
Section 1: Quiz 1 [10%] (Replacement)
Section 1: Quiz 2 [10%]
BICS 4360 Quiz 2 Questions and Answers
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Session 2025/2026 Semester 1
ABDULHAMID ABUSULAYMAN KULLIYYAH OF ISLAMIC REVEALED KNOWLEDGE AND HUMAN SCIENCES
AHMAD IBRAHIM KULLIYYAH OF LAWS
ALLIED HEALTH SCIENCE
ARCHITECTURE & ENVIRONMENTAL DESIGN
ARTS PROGRAMME
CREDITED CO-CURRICULAR CENTRE
DENTISTRY
ECONOMICS AND MANAGEMENT SCIENCES
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INFORMATION & COMMUNICATION TECHNOLOGY
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ISLAMIC BANKING AND FINANCE
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LANGUAGES & PRE-UNIVERSITY ACADEMIC DEVELOPMENT
MEDICINE
NURSING
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ABDULHAMID ABUSULAYMAN KULLIYYAH OF ISLAMIC REVEALED KNOWLEDGE AND HUMAN SCIENCES
AHMAD IBRAHIM KULLIYYAH OF LAWS
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ECONOMICS AND MANAGEMENT SCIENCES
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EDEP 3501 Sem 2 252602
ENGINEERING
INFORMATION & COMMUNICATION TECHNOLOGY
INTERNATIONAL INSTITUTE FOR HALAL RESEARCH AND TRAINING
INTERNATIONAL INSTITUTE OF ISLAMIC THOUGHT AND CIVILISATION
ISLAMIC BANKING AND FINANCE
LANGUAGES
LANGUAGES & PRE-UNIVERSITY ACADEMIC DEVELOPMENT
MEDICINE
NURSING
ODL
PHARMACY
SCIENCE
SCIENCES PROGRAMME
SEJAHTERA CENTRE FOR SUSTAINABILTY AND HUMANITY
SUSTAINABLE TOURISM AND CONTEMPORARY LANGUAGES
PLANETARY SURVIVAL FOR SUSTAINABLE WELL-BEING
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LANGUAGES
SCIENCES PROGRAMME
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ABDULHAMID ABUSULAYMAN KULLIYYAH OF ISLAMIC REVEALED KNOWLEDGE AND HUMAN SCIENCES
AHMAD IBRAHIM KULLIYYAH OF LAWS
LANGUAGES & PRE-UNIVERSITY ACADEMIC DEVELOPMENT
EDUCATION
SCIENCE
PHARMACY
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Session 2025/2026 Semester 2
Summary
Course info
SEM2 BICS 4360 Section 01 Statistics for Data Science
Skill Level
:
Beginner
