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Launch 8
Machine learning model that can sort images
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Lecture1.1
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Lecture1.2
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Lecture1.3
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Lecture1.4
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Lecture1.5
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Lecture1.6
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Quiz1.1
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Lecture1.7
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Natural Language Processing 7
Machine learning model that can recognise natural language commands
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Lecture2.1
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Lecture2.2
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Lecture2.3
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Lecture2.4
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Lecture2.5
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Quiz2.1
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Lecture2.6
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Recommendation Systems 6
Machine learning model that can recommend the reading age of a book based on data about the book
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Lecture3.1
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Lecture3.2
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Lecture3.3
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Lecture3.4
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Lecture3.5
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Quiz3.1
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Decisions and Ethics 4
Presentation or report summarising key points
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Lecture4.1
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Lecture4.2
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Lecture4.3
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Lecture4.4
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Machine Learning Algorithms 12
In this session we will be looking at some of the algorithms that make machine learning possible.
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Lecture5.1
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Lecture5.2
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Lecture5.3
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Lecture5.4
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Lecture5.5
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Lecture5.6
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Lecture5.7
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Lecture5.8
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Lecture5.9
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Lecture5.10
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Lecture5.11
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Lecture5.12
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(Optional) Python and Orange 3
Data visualiastions using Orange Python code for importing data and running machine learning algorithms (decision trees and kNN)
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Lecture6.1
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Lecture6.2
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Lecture6.3
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Bias in Machine Learning
What is the impact of bias in Machine Learning?
Watch this video Machine intelligence makes human morals more important, (17 mins 42s) and complete the questions on the worksheet.
- What causes bias in machine learning?
- What issues can this bias cause?
- Do you think bias can be overcome in Machine Learning? Explain your answer
- Overall do you think Machine Learning will lead to more or less bias in decision making? Explain your answer
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