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<title>ML: Lecutre notes
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<div class="menu-item"><a href="LNs.html">Lecture notes</a></div>
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<div class="menu-item"><a href="https://people.eecs.berkeley.edu/~jrs/189/" target="_blank">CS 189/289A - UC Berkeley</a></div>
<div class="menu-item"><a href="https://work.caltech.edu/telecourse" target="_blank">Learning from data - Caltech</a></div>
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<h1>Machine learning theory: Lecture notes
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<div id="subtitle">Sharif university of technology - Mathematics and Computer science department<br />
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<td align="left"><p>Taking some basic notes of each session is recommended, but we'll be adding lecture notes of each session over the semester. Note that the lecture notes are gathered and provided by the TA's and may have small errors.
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<h2>Spring 2024</h2>
<ul>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture01.pdf">Lecture note01</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture02.pdf">Lecture note02</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture03.pdf">Lecture note03</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture04.pdf">Lecture note04</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture06.pdf">Lecture note06</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture07.pdf">Lecture note07</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture08.pdf">Lecture note08</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture10%20and%2011.pdf">Lecture note10 and 11</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture13.pdf">Lecture note13</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture14.pdf">Lecture note14</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture15.pdf">Lecture note15</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture16.pdf">Lecture note16</a></li>
<li><a href="https://github.com/SUT-ML/Course-material/blob/main/Lecture%20notes/Lecture17%20and%2018.pdf">Lecture note17 and 18</a></li>
<li><p>Will be uploaded</p></li>
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