Machine learning - MA
Class
.png?lmsauth=084642c66ee22438277717be9a40a888dcb9bb90) Eduardo Rivera
            Eduardo Rivera
        The course introduces the study of Artificial Intelligence (AI) for students in all course streams. It is designed to stand alone as an introduction to AI, but also to provide a background for more advanced study.

Level 6 (Year 4)
Credits: 10
Module leader: Eugenio Clavijo
Office hour: Wednesday 16:00
Google meet class: https://meet.jit.si/Machinelearning-MA
Live tutorial session for online students: Wednesday 16:00
Link on google meet upon request.
Assessment methods
- A1.Final Project (100% Coursework)
 Please finde the marking grid in the attached file: Marking_Grids_ML_A1_2021-2022.pdf
Learning Outcome
At the end of the module you will be able to:
- Critically evaluate the efficacy of advanced data preparation methods and contrast main supervised and unsupervised learning algorithms.
- Design and implement various machine learning algorithms in a range of real-world applications and critically evaluate the outcome of learning on a given problem
- Design and create predictive models of different nature (parametric and non-parametric).
- Articulate decisions, recommendations and other relevant information in a clear, concise presentation tailored to a wide range of audiences within both academic and real-world settings.
For more detail, please see the attached MSG: MSG_2021-22_ML.pdf
Here is the class outline:
| Join the class online1 section | |
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| Week 1 - Introduction to Artificial Intelligence and Machine Learning.4 sections | ||||
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| Week 2 - Artificial intelligence: types of algorithms24 sections | ||||||||||||||||||||||||
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| Week 3 - Use of Artificial Intelligence23 sections | |||||||||||||||||||||||
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| Week 4 - Linear models35 sections | |||||||||||||||||||||||||||||||||||
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| Week 5 - Implementation24 sections | ||||||||||||||||||||||||
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| Week 6 - Application of AI to the company24 sections | ||||||||||||||||||||||||
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| Week 7 - Examples of AI in the main sectors18 sections | ||||||||||||||||||
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| Week 8 - Test Use of Artificial Intelligence2 sections | ||
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| Week 9 - Test Linear models2 sections | ||
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| Week 10 - Test Implementation2 sections | ||
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| Week 11 - Test Application of AI to the company2 sections | ||
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| Week 12 - Test Examples of AI in the main sectors2 sections | ||
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| Week 13-14 - Recapitulation, Remarks, Doubts3 sections | |||
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