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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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Extension – Dangers of Machine Learning
“The development of full artificial intelligence could spell the end of the human race….It would take off on its own, and re-design itself at an ever increasing rate. Humans, who are limited by slow biological evolution, couldn’t compete, and would be superseded.”
Stephen Hawking
As an extension or homework watch this video Can we build AI without losing control over it? (14 mins 27s). Why is the speaker worried? Do you agree with him?