WST 212 Application in DATA Science

🏫 Institution: University of Pretoria

📄 Found 66 document(s).

📁 Past Papers

WST 212 Introduction to Machine Learning Concepts and Techniques

Past Paper • 2020
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WST 212 Assignment 4 2025

Past Paper • 2025
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WST 212 Working with Subqueries in the Orion Database

Past Paper • 2023
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WST 212 2024 Practical 2 Submission Guidelines and Code Instructions 2024

Past Paper • 2024
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WST 212 Assignment 1 2025

Past Paper • 2025
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WST 212 ST2 2025

Past Paper • 2025
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WST 212 ST2 2025 Question Paper

Past Paper • 2025
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WST 212 Semester Test 2

Past Paper • 2023
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WST 212 Practical 1 Cheat Sheat UP

Past Paper • 2020
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WST 212 2022 Practical 5 Submission Instructions May 2022 Guide

Past Paper • 2022
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WST 212 2024 Practical 4 Submission Instructions and Code Guide 2024

Past Paper • 2024
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WST 212 2022 Practical 1 Submission Guidelines and Breakdown 2022

Past Paper • 2022
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WST 212 ST2 2023

Past Paper • 2023
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WST 212 2023 Test 1 Instructions and Coding Guidelines (april 2023)

Past Paper • 2023
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WST 212 Assignment 1 Question Paper

Past Paper • 2022
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WST 212 Semester Test 1 submission

Past Paper • 2020
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WST 212 ST1 2023

Past Paper • 2023
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WST 212 Practical 0 Quiz Guidelines and Key Information

Past Paper • 2024
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WST 212 Project Group Assignment on Credit Card Fraud Detection

Past Paper • 2020
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WST 212 Final Mark Calculation Guide and Assessment Breakdown

Past Paper • 2022
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WST 212 Assignment 3 2025 (2)

Past Paper • 2025
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WST 212 Sheet UP

Past Paper • 2024
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WST 212 Assignment 3 2025

Past Paper • 2025
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WST 212 ST2 2024 Question Paper

Past Paper • 2024
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WST212 – Semester Test 2 2024.pdf

Past Paper • 2024
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WST212 – Practical 4 Submission Instructions & Code Guide – 2024.pdf

Past Paper • 2024
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WST 212 – Practical 1 – 2025.pdf

Past Paper • 2024
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WST 212 Assignment 3 2025.pdf

Past Paper • 2025
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WST 212 Details for Semester Test 2 2025.pdf

Past Paper • 2025
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WST 212 – Assignment 2 Submission Guidelines and Coding Tasks – 2025.pdf

Past Paper • 2025
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📁 Practice Material

WST 212 Assignment 2 2025

Practice Material • 2025
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WST 212 – Practical 4- 2025.pdf

Practice Material • 2023
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WST 212 – Basic Queries Exercise.pdf

Practice Material • 2024
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Practical 0 Quiz 2024.pdf

Practice Material • 2024
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📁 Summaries

WST 212 Machine Learning Fundamentals Key Concepts and Coding Summary

Summaries • 2020
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📁 Notes

WST 212 Unit 3.4 Supervised Learning and Logistic Regression Lecture

Notes • 2021
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WST 212 Machine Learning Techniques and Models an machine learning prediction classification clustering anomaly detection recommendation

Notes • 2020
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WST 212 Comprehensive Guide to Data Wrangling Visualization and Ml (course Code)

Notes • 2025
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WST 212 Machine Learning Concepts and Techniques 2023 Overview

Notes • 2023
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WST 212 Exercise on Basic Queries with the Orion Database

Notes • 2023
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WST 212 Data Science Applications Extensive 2023 Class Notes

Notes • 2023
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WST 212 Unit 3.3 Data Wrangling Techniques in R for Effective Analysis

Notes • 2021
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WST 212 Weather Dashboard Project Report (cs101) Overview

Notes • 2020
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WST 212 Su 3 Css C# Programming Notes and Key Concepts

Notes • 2025
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WST 212 Unit 3.1 Introduction to Machine Learning Techniques and Concepts

Notes • 2021
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WST 212 Study Guide 2023 Updated 24 03 2023 © 2023 University of Pretoria Study Guide Department

Notes • 2023
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WST 212 Cumulative Gains Curve Percentage of Instances Cumulative

Notes • 2020
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WST 212 R Software Notes a Comprehensive Introduction to R Programming

Notes • 2024
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WST 212 Intro to R Software and Database Applications 2023 Notes

Notes • 2023
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WST 212 Unit 3

Notes • 2024
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WST 212 Wst Databases Lecture Notes Data Storage Management and Access

Notes • 2024
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WST 212 Sql Operators and Date Values Reference Sheet

Notes • 2022
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WST 212 Project Analyzing Class Imbalance in Credit Card Fraud Detection

Notes • 2020
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WST 212 2019 B11 2019 National Health Insurance Bill Overview and Provisions

Notes • 2019
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WST 212 Lecture 1 Week 12 Unsupervised Learning and K Means Clustering

Notes • 2020
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WST 212 notes part2 – Introduction to machine learning 2023.pdf

Notes • 2023
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Unit 3.3 Data Wrangling Techniques in R for Effective Analysis.pdf

Notes • 2024
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Comprehensive Guide to Data Wrangling, Visualization & ML (Course Code).pdf

Notes • 2025
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WST 212 Machine Learning Fundamentals.pdf

Notes • 2025
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WST Sem Test 2 Notes.pdf

Notes • 2023
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WST212 notes part1 – Introduction to R software 2023.pdf

Notes • 2023
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Chapter 3-Data-visualisation.pdf

Notes • 2024
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WST 212 – Working with Subqueries in the Orion Database.pdf

Notes • 2022
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Machine Learning Techniques and Models.pdf

Notes • 2022
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Machine Learning Lecture Notes WST.pdf

Notes • 2022
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Cheat Sheet R.pdf

Notes • 2024
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