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Launch
Machine learning model that can sort images
8-
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
Machine learning model that can recognise natural language commands
7-
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
Machine learning model that can recommend the reading age of a book based on data about the book
6-
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
Presentation or report summarising key points
4-
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
In this session we will be looking at some of the algorithms that make machine learning possible.
12-
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
Data visualiastions using Orange Python code for importing data and running machine learning algorithms (decision trees and kNN)
3-
Lecture6.1
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Lecture6.2
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Lecture6.3
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Recommendation systems
How well do you think Spotify/Netflix or other recommendation systems know you? Why is this?
Watch this video Why Netflix’s Algorithm Is So Binge-Worthy (2 mins 57s). How does Netflix produce recommendations?
Watch this video The Science Behind Spotify’s Discover Weekly (4 mins 29s). How does Spotify produce Discovery Weekly?
- How does Netflix produce recommendations?
- How does Spotify produce Discover Weekly?
- Can you think of any other Machine Learning recommendation systems?
- Can you think of any drawbacks of recommendation systems?
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