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ИИ Глубинное обучение (2024-25,4 модуль) - История изменений
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imported>Mkgoldshteyn: Migrated current public revision from wiki.cs.hse.ru
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<p>Migrated current public revision from wiki.cs.hse.ru</p>
<p><b>Новая страница</b></p><div>==О курсе==<br />
<br />
Занятия проводятся в [https://www.google.com/url?q=https://us06web.zoom.us/j/88231261905?pwd%3DL1AKhY5JYUCK9WyUQKk8aw1cll9KMa.1&sa=D&source=calendar&usd=2&usg=AOvVaw1XW11F7WiNwb-ARZn8GzOL zoom] '''по субботам'''<br />
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==Контакты==<br />
<br />
Преподаватель: [https://t.me/markblumenau Марк Блуменау] <br />
<br />
{| class="wikitable"<br />
|-<br />
! Ассистенты <br />
|-<br />
| style="background:#eaecf0;" | [https://t.me/nogaromo Горяной Егор] <br />
|-<br />
| style="background:#eaecf0;" | [https://t.me/mdeil007 Иванов Даниил] <br />
|-<br />
| style="background:#eaecf0;" | [https://t.me/jdbelg Булыгин Глеб] <br />
|-<br />
| style="background:#eaecf0;" | [https://t.me/planqua Бурлова Альбина] <br />
|-<br />
| style="background:#eaecf0;" | [https://t.me/Einstein_30 Карагодин Никита] <br />
|-<br />
| style="background:#eaecf0;" | [https://t.me/KachkinDmitrii Качкин Дмитрий] <br />
|-<br />
| style="background:#eaecf0;" | [https://t.me/milana_kma Кучумова Милана] <br />
|-<br />
| style="background:#eaecf0;" | [https://t.me/onthebox Тихомиров Виктор] <br />
|-<br />
| style="background:#eaecf0;" | [https://t.me/aketa147 Чешко Георгий] <br />
|}<br />
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==Материалы курса==<br />
Ссылка на плейлист курса на YouTube: [https://www.youtube.com/playlist?list=PLmA-1xX7IuzCDsP0ewQns6NyWSOXS8Vp4 YouTube-playlist]<br />
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Ссылка на GitHub с материалами курса: [https://github.com/markblumenau/dl-course-hse-masters/tree/main Репозиторий]<br />
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{| class="wikitable"<br />
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! Занятие !! Тема !! Дата <br />
|-<br />
| style="background:#eaecf0;" | '''1''' [https://youtu.be/LDX_yd43Z4w?si=rXJqKoP1ssJj36tK Занятие 1] || [https://github.com/markblumenau/dl-course-hse-masters/blob/main/lectures/Lec1.pdf Оптимизация] ||15.03.25<br />
|-<br />
| style="background:#eaecf0;" | '''2''' [https://youtu.be/qKcZt-ePtfM?si=RBKLeAyPVIlnvtUk Занятие 2-3] || [https://github.com/markblumenau/dl-course-hse-masters/blob/main/lectures/Lec2.pdf Linear, BachNorm, Dropout, Pytorch] || 22.03.25<br />
|-<br />
| style="background:#eaecf0;" | '''3''' [https://youtu.be/x3sQYavhTuI?si=AO12Po6i1XFlTZm6 Занятие 4-5] || [https://github.com/markblumenau/dl-course-hse-masters/blob/main/lectures/Lec3.pdf Свертки] || 05.04.25<br />
|-<br />
| style="background:#eaecf0;" | '''4''' [https://youtu.be/Fj01_4kTFho Занятие 6-7] || [https://github.com/markblumenau/dl-course-hse-masters/blob/main/lectures/Lec4.pdf Аугментации и основы сверточных сетей] || 12.04.25 <br />
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| style="background:#eaecf0;" | '''5''' [https://youtu.be/Z0hSr-0WfnA Занятие 7-8] || [https://github.com/markblumenau/dl-course-hse-masters/blob/main/lectures/Lec5_base.pdf Детекция и сегментация] || 19.04.25<br />
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| style="background:#eaecf0;" | '''6''' [https://youtu.be/bm1lzNKW5vo Занятие 9-10] || [https://github.com/markblumenau/dl-course-hse-masters/blob/main/lectures/Lec_6.pdf Embeddings] || 26.04.25<br />
|-<br />
| style="background:#eaecf0;" | '''7''' [[ Запись]] || || ...<date>... <br />
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|}<br />
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== Домашние задания ==<br />
<br />
# [https://github.com/markblumenau/dl-course-hse-masters/tree/main/homeworks/HW1 MLP]<br />
# [https://github.com/markblumenau/dl-course-hse-masters/tree/main/homeworks/HW2 CNN]<br />
# [https://github.com/markblumenau/dl-course-hse-masters/tree/main/homeworks/HW3 Detection]<br />
# [https://github.com/markblumenau/dl-course-hse-masters/tree/main/homeworks/HW4 RNN]</div>
imported>Mkgoldshteyn