Summary of CPC351W PRINSIP ANALITIK DATA (PRINCIPLES OF DATA ANALYTICS)

Contact Us Elearn USM Support Center

Website OPAC ePerpustakaan Course Reserve Reference & Academic Support Research Data Management Proquest eBook Central Open Educational Resources (OER) Open Science USM Library TV

General

Announcements

Course Planner 2024/2025

ASSIGNMENT 1 [Pairs]

Assignment 1 - Question 1 [Dataset]

Assignment 1 - Amazon_Products Dataset

Assignment 1 : Submission [30-11-2024]

Project - Group work (2 in a group)

Project Submission: 19 January 2025 (Sunday), 23:59 p.m

Assignment 2 (Group work)

Assignment 2 Submission [ 12 January 2025]

WEEK-1

Lab -1

Lec-1

WEEK-2

02 FOUNDATIONS OF DATA ANALYTICS METHODS USING R - Part 01

02 FOUNDATIONS OF DATA ANALYTICS METHODS USING R - Part 02

02 FOUNDATIONS OF DATA ANALYTICS METHODS USING R - Part 03

02 FOUNDATIONS OF DATA ANALYTICS METHODS USING R - Part 04

data for week 2

WEEK 3

Week-3 Lab Session

WEEK 4

Lab 02 – R Data Structures, Charts, Graphs, and Data Import &amp; Export

Lab2-Dataset

LAB-2 Exercise Submission

WEEK 5

Foundation on Statistics

Data--for-Part-1

Foundation Statistics -Part 2

WEEK 6

Statistical Methods Evaluation Part 1

Satistical Methods Evaluation Part 2

WEEK 7

Choosing and Evaluation Methods

WEEK 9 OVERVIEW OF ANALYTICAL THEORY AND METHODS PART 1

06 OVERVIEW OF ANALYTICAL THEORY AND METHODS - CLUSTERING

YouTube: Clustering In Data Science | Data Science Tutorial | Simplilearn

YouTube: Applied K-Means Clustering in R

Data

Scripts

Association Rules

YouTube: Apriori Algorithm Explained | Association Rule Mining | Finding Frequent Itemset | Edureka

YouTube: Apriori Algorithm | Association Rule Mining | Finding Frequent Itemset | 2023 | Simplilearn

Lab -4 (clustering)

Lab_05-Association Rules

WEEK 12 OVERVIEW OF ANALYTICAL THEORY AND METHODSCLASSIFICATION

Regression and its types

Data and Scripts

Classification

WEEK14

Documentation Preparation and Presentations.

Please login using USM Identity

Lab 02 – R Data Structures, Charts, Graphs, and Data Import & Export