Summary of SEM2 CSCI 4343 Section 02 DATA SCIENCE

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General

Announcements

Asynchronous Sessions & Online Attendance

Welcome to the Data Science course!

CSCI 4343 - Welcome (Section 2)

CSCI 4343 Section 2 Course Plan

References

Practical Data Science with R

Hands-On Programming with R

Data Wrangling in R Cheat Sheet

Data Wrangling with R Slides

A Hands-On Introduction to Data Science

Part A (1) Introduction: What Is Data Science?

CSCI 4343 - Part A (1)

CSCI 4343 - My Data Science Profile

CSCI 4343 - Data Science Profile Class Activity

Part A (2): Statistical Inference, Exploratory Data Analysis, the Data Science Process and Roadmap

CSCI 4343 - Part A (2)

CSCI 4343 - Part A (2) Class Activity (Questions)

CSCI 4343 - Part A (2) Class Activity (Answers)

Part A (3): Programming in Data Science

CSCI 4343 - Part A (3)

Introduction to R Programming (Without Graphs)

Part B (1): An Introduction to Data Mining

CSCI 4343 - Part B (1)

CSCI 4343 - Part B (1) Class Activity Answers

CSCI 4343 - Part B (1) Class Activity Answers (Another Exercise)

Part B (2): Data Collection, Sampling, and Pre-processing

CSCI 4343 - Part B (2)

CSCI 4343- Part B (2) Class Activity No. 1 Answers

Part B (3): Applying Algorithms to Data: Machine Learning Approaches

CSCI 4343 - Part B (3)

CSCI 4343 - Part B (3) Additional - Slides (Techniques)

CSCI 4343 - Part B (3) Additional - Chapter (Techniques)

CSCI 4343- Part B (3) Class Activity No. 2 - Simple Demonstration of K-Means

CSCI 4343 - Part B (3) Class Activity No. 3 Questions (Data Analytics)

CSCI 4343 - Part B (3) Class Activity No. 3 Answers (Data Analytics)

CSCI 4343 - Linear Regression Class Exercise (R Codes)

Part B (4): Data Wrangling or Data Munging, and Data Engineering

CSCI 4343 - Part B (4)

CSCI 4343 - Part B (4) Customer Dataset (With Issues)

CSCI 4343 - Part B (4) Customer Dataset (With Issues Labels)

Part B (5): Introduction to Data Visualization

CSCI 4343 - Part B (5)

Part C (1): The Relational Data Model and SQL

CSCI 4343 - Part C (1)

CSCI 4343 - Part C (1) - Supporting Dcocument

CSCI 4343 Part C (1) - Online SQL Editor Demonstration

CSCI 4343 - Part C (1) Class Activity (SQL Exercises with Answers)

Part C (2): Distributed Databases, NOSQL Systems and Big Data

CSCI 4343 - Part C (2)

CSCI 4343 - Part C (2) - Supporting Document (1)

CSCI 4343 - Part C (2) - Supporting Document (2)

CSCI 4343 - Part C (2) - Supporting Document (3)

[Coursework] Group Project (20%)

CSCI 4343 Section 2 - Group Project Details (FINALISED)

CSCI 4343 Group Project Proposal Guidelines

CSCI 4343 Group Project Technical Report Guidelines

CSCI 4343 Group Project Technical Report Template

CSCI 4343 Group Project Rubrics (Proposal)

CSCI 4343 Group Project Rubrics (Presentation)

CSCI 4343 Group Project Rubrics (Report)

CSCI 4343 P2P Evaluation Form

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 2: Quiz 1 [10%]

CSCI 4343 Section 2 - Quiz 2 Answers (Tuesday 9 June 2026)

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SEM2 CSCI 4343 Section 02 DATA SCIENCE