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<h1>Table of contents</h1>
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<h2>Fundamentals of Artificial Intelligence and Knowledge Representation</h2>
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<li><h3><a href=faikr1.html>FAIKR module 1</a></h3></li>
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<h2><a href=smm.html>Statistical and Mathematical Methods for Artificial Intelligence</a></h2>
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<h2>Cognition and Neuroscience</h2>
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<li><h3><a href=cn1.html>CN module 1</a></h3></li>
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<li><h3><a href=cn2.html>CN module 2</a></h3></li>
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<h2>Combinatorial Decision Making and Optimization</h2>
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<li><h3><a href=cdmo1.html>CDMO module 1</a></h3></li>
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<li><h3><a href=cdmo2.html>CDMO module 2</a></h3></li>
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<h2><a href=dl.html>Deep Learning</a></h2>
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<h2>Image Processing and Computer Vision</h2>
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<li><h3><a href=ipcv1.html>IPCV module 1</a></h3></li>
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<li><h3><a href=ipcv2.html>IPCV module 2</a></h3></li>
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<h2>Languages and Algorithms for Artificial Intelligence</h2>
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<li><h3><a href=laai2.html>LAAI module 2</a></h3></li>
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year1/combinatorial-decision-making-and-optimization/module1,9d6b6aa
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year1/combinatorial-decision-making-and-optimization/module2,9d6b6aa
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year1/deep-learning,ef7ba6f
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year1/fundamentals-of-ai-and-kr/module1,79b3324
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year1/fundamentals-of-ai-and-kr/module2,79b3324
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year1/fundamentals-of-ai-and-kr/module3,79b3324
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year1/image-processing-and-computer-vision/module1,79b3324
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year1/image-processing-and-computer-vision/module2,ab5daa0
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year1/languages-and-algorithms-for-ai/module2,9d6b6aa
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year1/languages-and-algorithms-for-ai/module3,9d6b6aa
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year1/machine-learning-and-data-mining,79b3324
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year1/statistical-and-mathematical-methods-for-ai,79b3324
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MIT License
|
||||||
|
|
||||||
|
Copyright (c) 2023 Tian Cheng Xia
|
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|
||||||
|
Permission is hereby granted, free of charge, to any person obtaining a copy
|
||||||
|
of this software and associated documentation files (the "Software"), to deal
|
||||||
|
in the Software without restriction, including without limitation the rights
|
||||||
|
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
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|
copies of the Software, and to permit persons to whom the Software is
|
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|
furnished to do so, subject to the following conditions:
|
||||||
|
|
||||||
|
The above copyright notice and this permission notice shall be included in all
|
||||||
|
copies or substantial portions of the Software.
|
||||||
|
|
||||||
|
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||||
|
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
||||||
|
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
||||||
|
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
||||||
|
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
||||||
|
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
||||||
|
SOFTWARE.
|
||||||
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|
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|
# Unibo M.Sc. AI Notes
|
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|
|
||||||
|
My notes for the courses of the Master's Degree in Artificial Intelligence at the University of Bologna.
|
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|
|
||||||
|
LaTeX source files are in the [`main` branch](https://github.com/NotXia/unibo-ai-notes/tree/main).\
|
||||||
|
Compiled PDF files are in the [`pdfs` branch](https://github.com/NotXia/unibo-ai-notes/tree/pdfs).
|
||||||
|
|
||||||
|
**Note**: I'm terrible at taking notes. Please, consider ~~double~~ triple checking anything you plan to use.
|
||||||
|
|
||||||
|
## Table of contents
|
||||||
|
|
||||||
|
### Year 1
|
||||||
|
- **Fundamentals of Artificial Intelligence and Knowledge Representation**
|
||||||
|
- [FAIKR module 1](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/fundamentals-of-ai-and-kr/module1/faikr1.pdf)
|
||||||
|
- [FAIKR module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/fundamentals-of-ai-and-kr/module2/faikr2.pdf)
|
||||||
|
- [FAIKR module 3](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/fundamentals-of-ai-and-kr/module3/faikr3.pdf)
|
||||||
|
- [**Machine Learning and Data Mining**](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/machine-learning-and-data-mining/dm-ml.pdf)
|
||||||
|
- [**Statistical and Mathematical Methods for Artificial Intelligence**](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/statistical-and-mathematical-methods-for-ai/smm.pdf)
|
||||||
|
- **Cognition and Neuroscience**
|
||||||
|
- [CN module 1](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/cognition-and-neuroscience/module1/cn1.pdf)
|
||||||
|
- [CN module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/cognition-and-neuroscience/module2/cn2.pdf)
|
||||||
|
- **Combinatorial Decision Making and Optimization**
|
||||||
|
- [CDMO module 1](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/combinatorial-decision-making-and-optimization/module1/cdmo1.pdf)
|
||||||
|
- [CDMO module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/combinatorial-decision-making-and-optimization/module2/cdmo2.pdf)
|
||||||
|
- [**Deep Learning**](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/deep-learning/dl.pdf)
|
||||||
|
- **Image Processing and Computer Vision**
|
||||||
|
- [IPCV module 1](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/image-processing-and-computer-vision/module1/ipcv1.pdf)
|
||||||
|
- [IPCV module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/image-processing-and-computer-vision/module2/ipcv2.pdf)
|
||||||
|
- **Languages and Algorithms for Artificial Intelligence**
|
||||||
|
- [LAAI module 2](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/languages-and-algorithms-for-ai/module2/laai2.pdf)
|
||||||
|
- [LAAI module 3](https://github.com/NotXia/unibo-ai-notes/blob/pdfs/year1/languages-and-algorithms-for-ai/module3/laai3.pdf)
|
||||||
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|
<!DOCTYPE html>
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|
<html lang="en">
|
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|
<head>
|
||||||
|
<meta charset="UTF-8">
|
||||||
|
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
||||||
|
<title>smm.pdf</title>
|
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|
<style>
|
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|
html, body {
|
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|
margin: 0;
|
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|
padding: 0;
|
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|
overflow: hidden;
|
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|
}
|
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|
</style>
|
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|
</head>
|
||||||
|
<body style="height: 100vh; width: 100vw;">
|
||||||
|
<object data="pdfs/year1/statistical-and-mathematical-methods-for-ai/smm.pdf" type="application/pdf" width="100%" height="100%">
|
||||||
|
<p>
|
||||||
|
There has been an error. View the pdf <a href="pdfs/year1/statistical-and-mathematical-methods-for-ai/smm.pdf">here</a>
|
||||||
|
</p>
|
||||||
|
</object>
|
||||||
|
</body>
|
||||||
|
|
||||||
|
</html>
|
||||||
Reference in New Issue
Block a user