STK 353 The science of data analytics documents

Institution: University of Pretoria

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13
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STK 353 2025 Lecture 1 Week 3 Data Visualisation (preliminary Slides)

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STK 353 Lecture 1 Week 1 Intro to Programming in R Concepts

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STK 353 Lecture 1 Week 9 Understanding Random Forest in Machine Learning

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STK 353 R Programming for Data Science Core Concepts Summary 2024

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WEEK 7 2025 Lecture 3 Training and Test Datasets in Ml Classification

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STK 353 Practical 3 Submission Data Analysis and Classification Techniques

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Past Papers

STK 353 ST2 2024 Memo

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STK 353 Practical 3 Submission Insurance Data Analysis and Modeling Techniques

Past Paper • 2023
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STK 353 Practical 4 (part Ii) Text Mining Weather Comments Analysis

Past Paper • 2023
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STK 353 Practical 3 Analyzing House Prices Dataset in Python

Past Paper • 2024
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STK 353 Practical 3 Submission Data Analysis and Classification Techniques

Past Paper • 2022
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STK 353 Cs101 Generatemaze Function Overview and Description

Past Paper • 2024
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STK 353 ST1 2024 Question Paper (2)

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STK 353 Practical 1 Assignment Submission Q1 Code and Quiz Details 2024

Past Paper • 2024
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STK 353 ST2 2024

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STK 353 ST1 2024

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STK 353 ST1 2024 Question Paper

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STK 353 ST1 2025 Question Paper

Past Paper • 2025
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ZFC 101 Organic Chemistry Test 2 Major Reaction Mechanism

Past Paper • 2020
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Notes

WEEK 10 2025 Lecture 3 Hierarchical Clustering Methods Lecture 3 Lecture Notes

Notes • 2025
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WEEK 7 2025 Lecture 3 Training and Test Datasets in Ml Classification

Notes • 2025
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STK 353 Python for Finance (investment Fundamentals) Course Faq Guide

Notes • 2024
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STK 353 Lecture Notes Intro to Data Science and Python Basics

Notes • 2020
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STK 353 2025 Lecture 1 Week 3 Data Visualisation (preliminary Slides)

Notes • 2025
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STK 353 2025 Lecture 1 Week 2 Programming in R Overview

Notes • 2025
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STK 353 Lecture 2 Week 1 Programming in R Overview

Notes • 2020
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STK 353 Lecture 3 Week 1 Programming in R the Science of Data Analytics

Notes • 2021
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STK 353 Lecture 1 Week 1 Intro to Programming in R Concepts

Notes • 2024
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STK 353 Lecture 1 Week 1 Intro to R Programming Concepts

Notes • 2024
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STK 353 2024 Comprehensive Study Guide for 2024 Module

Notes • 2024
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STK 353 Data Transformation with Dplyr Cheat Sheet for Tidy Data 2017

Notes • 2017
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STK 353 Lecture 1 Week 9 Understanding Random Forest in Machine Learning

Notes • 2023
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STK 353 Text Mining Lecture Notes (course Code Tm101)

Notes • 2022
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Summaries

STK 353 R Programming for Data Science Core Concepts Summary 2024

Summaries • 2024
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STK 353 Unit 2 Data Visualization Techniques and Summary Notes

Summaries • 2021
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STK 353 2025 Unit 1 Summary Notes Programming in R Concepts

Summaries • 2025
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Practice Material

STK 353 Assignment 2 2025

Practice Material • 2025
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STK 353 Practical 2 Submission Guidelines and Requirements 2024

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