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Computer Engineering - Machine Learning

Machine Learning


Synthetic program: Numeri reali e complessi. Funzioni reali di una variabile reale. Funzioni elementari. Successioni e limiti. Continuità e teoremi sulle funzioni continue. Derivata e differenziale. Applicazione del calcolo differenziale a problemi di ottimizzazione. Formula di Taylor...

Lecture Notes

Complete course:

Type File name Year
Digital notes Complete course notes 2020/2021
Digital notes Complete course notes 2017/2018

Divided by topic:

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Other:

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Exercises

Complete course:

Type File name Year
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Divided by topic:

Type File name Year
Digital notes 1 - Introduction to Matlab 2015/2016
Digital notes 10 - Reinforcement Learning 2016/2017
Digital notes 2 - Introduction to statistics 2015/2016
Digital notes 3 - Linear regression 2016/2017
Digital notes 4 - Linear classification 2016/2017
Digital notes 5 - Bias Variance Dilemma 2016/2017
Digital notes 6 - Kernel methods 2016/2017
Digital notes 7 - Support vector machines 2016/2017
Digital notes 8 - Markov Decision Processes 2016/2017
Digital notes 9 - Multi-Armed Bandit 2016/2017

Other:

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Exams

First partial exam:

Type Date
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Second partial exam:

Type Date
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Full exam:

Type Date
Text 28/06/2016
Text 07/07/2016
Text 19/07/2016
Text 26/09/2016
Text 07/02/2017
Text 06/07/2017
Text 22/01/2018
Text 12/02/2018
Text 19/06/2018
Text 04/07/2018
Text 11/09/2018

Oral exam:

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Multiple choice test:

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Other:

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Other

Laboratory:

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Projects:

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Presentations:

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Collections of notes, exercises or exams:

Tables:

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Etc:

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Live

Quick daily notes, exercises and audio recordings. Files will be approved on priority but deleted after 365 days. 2 points will be assigned by default.

Quick contents:

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