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Machine Learning / Masjienleer - 741
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Machine Learning 741
Quizzes
Quiz 6.1 (3 Sep): Error-based Learning Part 1
Quiz 5 (27 Aug): Evaluation of ML algorithms
Quiz 4 (20 Aug): Information-based Learning
Quiz 3 (13 Aug): Similarity-based Learning
Quiz 2 (6 Aug) Data Exploration
Quiz 1 (23 Jul): Introduction to Machine Learning
Assignments
Assignment 1 Submission
Task 1.1:Continuous features DQR
Task 1.1: Categorical features DQR
Task 1.2: Histograms
Task 1.2: Bar plots
Task 1.3: Target feature DQR
Task 1.4: Target figure
Task 2: Data quality issues & Handling Strategies
Assignment 2 Submission
Lecture Slides
Additional Reading Material
Lecture Recordings
Topic 2
Quiz 5.2 (18 Sep): Error-based Learning Part 2
Quiz 5.3 (18 Sep): Error-based Learning Part 3
Quiz 6 (2 Oct): Ensemble Learning
Quiz 7 (9 Oct): Kernel-based Learning
Quiz 8 (16 Oct): Unsupervised Learning
Quiz 4 (15 Aug): Topic 6
Quiz 9 (26 Sept): Topic 4
Quiz 10 (26 Oct): Topic 10
Quiz 8 (29 Sep): Topic 11
Topic 4
Additional Reading Material
Lecture Recordings
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2026
Agrisciences
Agricultural Economics
Agrisciences (Admin)
Agronomy
Animal Sciences
Conservation Ecology and Entomology
Elsenburg College of Agriculture (Faculty Agrisciences)
Food Science
Forest and Wood Science
Genetics
Horticultural Science
Plant Pathology
Postdoctoral AgriSciences
Soil Science
Viticulture and Oenology
Engineering
Chemical Engineering
Civil Engineering
Electrical and Electronic Engineering
Engineering (Admin)
Industrial Engineering
Institute For Biomedical Engineering
Mechanical and Mechatronic Engineering
Postdoctoral Engineering
Natural Sciences
Academic IT
Applied Mathematics
Biochemistry
Botany and Zoology
Centre For Bioinformatics and Computational Biology
Chemistry and Polymer Science
Computer Science
Earth Sciences
Mathematical Sciences
Mathematics
Microbiology
Physics
Physiological Sciences
Postdoctoral Science
School For Climate Studies
School For Data Science and Computational Thinking
Science Teaching
Miscellaneous courses
Home
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2026-11788-741 Machine Learning / Masjienleer - 741
Facilitator:
Farhaana Damon
Facilitator:
Andries Petrus Engelbrecht
Facilitator:
LAUREN Hayward
Facilitator:
LIESL DANELLE Hendricks
Facilitator:
Jean-Pierre Van Zyl
Facilitator:
LUKE WILLIAM Yates