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CSCI 5525 Machine Learning
- Summary • 41 pages • 2022
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- R946,78
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	Machine Learning: Design and development of algorithms for training computers with example data or past experience based on a performance criteria. 
	Key concepts: 
•	Example Data: Observed instances possibly with known outcome 
•	Training/Learning: Process of generalization from the example data as probability distributions, rules, discriminative functions...
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Summary Lectures Advanced Machine Learning 2020/2021
- Summary • 27 pages • 2020
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- R173,02
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Although the course has recommended literature, the questions on the exam will only be about the lectures. Therefore, I made a summary of my lecture notes. It gives an overview of the course. If you study this, together with the homework, you'll be more than ready for the exam.
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Solution Manual For PRML
- Answers • 253 pages • 2019
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- R112,54
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This is a solution manual for pattern recognition and machine learning. It contains detailed solutions for the questions in the relevant book. Helpful for understanding and verifying the approach and correctness of solutions.
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Neural Networks Notes
- Case • 8 pages • 2019
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- R133,04
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Provides understanding of Neural networks and back propagation derivates.
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Notes for Machine Learning, Cognition, Communication
- Exam (elaborations) • 12 pages • 2019
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- R143,29
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G53MLE-Exam Question
- Exam (elaborations) • 7 pages • 2018
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- R141,86
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Machine Learning Exam for University of Nottingham 2014-2015
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