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@@ -94,7 +94,7 @@ | |
| <ul class="navbar-nav custom-spacing"> | ||
| <li class="nav-item"><a class="nav-link" href="index.html">Home</a></li> | ||
| <li class="nav-item"><a class="nav-link" href="schedule.html">Course Schedule</a></li> | ||
| <li class="nav-item"><a class="nav-link" href="https://docs.google.com/document/d/15o0ZuBrpOlKZdMKj1vlVhp0mmDtdjCgMXEonVB-njbI/edit?usp=sharing">Syllabus (USC login required)</a></li> | ||
| <li class="nav-item"><a class="nav-link" href="https://docs.google.com/document/d/1VpVCXoxE-CHsywkA6jeLqI6WIx2C9NsqXnDJ5EoMoGc/edit?usp=sharing">Syllabus (USC login required)</a></li> | ||
| </ul> | ||
| </div> | ||
| </div> | ||
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@@ -110,20 +110,18 @@ <h2>CSCI 566 Deep Learning and its Applications Spring 2025 <a href="mailto:usc. | |
| </p> | ||
| <p><strong class="university-color">Overview</strong>: This course offers a comprehensive introduction to the principles of machine learning (ML) and deep learning (DL), emphasizing both mathematical foundations and practical applications. You will gain insights into basic ML techniques, learn knowledge of advanced DL applications in fields like computer vision and natural language processing, and understand their transformative impact on areas such as image recognition and autonomous systems. The course includes hands-on assignments and a customizable final project, providing you with practical experience in implementing ML and DL solutions. | ||
| </p> | ||
| <!-- <p><strong class="university-color">Special Notice</strong>: This course is a <strong>transitional</strong> course – it will be refactored in Fall 2025. To ensure a smooth transition, we cover more general ML than its earlier version. Although we still emphasize deep learning, we will use substantial time on general ML and other cool things. In Fall 2025, CSCI 566 will be machine learning without a focus on deep learning but classical ML and math foundations (more like current CSCI 567). It is still deciding but not finalized.--> | ||
| <!-- </p>--> | ||
| <p><strong class="university-color">Prerequisites</strong>: | ||
| (1) Proficiency in Python | ||
| (2) College Calculus, Linear Algebra, Probability and Statistics | ||
| (3) (Recommended but not required) Equivalent knowledge of <a href="https://vatsalsharan.github.io/spring24.html">CSCI 567 (Machine Learning)</a> | ||
| </p> | ||
| <p><strong class="university-color">Basic logistics</strong>:</p> | ||
| <ul> | ||
| <li><strong>Syllabus:</strong> <a href="https://docs.google.com/document/d/15o0ZuBrpOlKZdMKj1vlVhp0mmDtdjCgMXEonVB-njbI/edit?usp=sharing">Syllabus (USC login required; may not be updated as frequent as the website)</a></li> | ||
| <li><strong>Syllabus:</strong> <a href="https://docs.google.com/document/d/1VpVCXoxE-CHsywkA6jeLqI6WIx2C9NsqXnDJ5EoMoGc/edit?usp=sharing">Syllabus (USC login required; may not be updated as frequent as the website)</a></li> | ||
| <li><strong>Time:</strong> Fridays, 1:00pm-4:20pm PST</li> | ||
| <li><strong>Location:</strong> THH 201</li> | ||
| <li><strong>Discussion:</strong> <a href="https://piazza.com/usc/spring2024/csci566/info " target="_blank">Piazza</a></li> | ||
| <li><strong>Contact:</strong> Students should use <a href="https://piazza.com/usc/spring2025/csci566/info " target="_blank">Piazza</a> for any course-related questions. For external inquiries, personal matters, or emergencies, you can email the CSCI 566 staff at <a href="mailto:[email protected]">[email protected]</a>. Please do <em>not</em> email any of the CSCI 566 staff individually.</li> | ||
| <li><strong>Discussion:</strong> <a href="https://piazza.com/usc/spring2025/csci566" target="_blank">Piazza</a></li> | ||
| <li><strong>Contact:</strong> Students should use <a href="https://piazza.com/usc/spring2025/csci566/" target="_blank">Piazza</a> for any course-related questions. For external inquiries, personal matters, or emergencies, you can email the CSCI 566 staff at <a href="mailto:[email protected]">[email protected]</a>. Please do <em>not</em> email any of the CSCI 566 staff individually.</li> | ||
| <li><strong class="university-color">Guest Lectures</strong>: Industry and academic professionals will join our lectures regularly, sharing their experiences in ML and data science, and providing career insights. | ||
| </ul> | ||
| </div> | ||
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@@ -133,63 +131,61 @@ <h2>CSCI 566 Deep Learning and its Applications Spring 2025 <a href="mailto:usc. | |
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| <!-- Professor --> | ||
| <div class="staff-member"> | ||
| <img src="images/yue.jpg" alt="Yue Zhao"> | ||
| <img src="images/300.png" alt="Yue Zhao"> | ||
| <h3>Instructor</h3> | ||
| <p>Yue Zhao</p> | ||
| <p>OH: Fridays in class (not for technical questions but admin/logistics/etc.)</p> | ||
| </div> | ||
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| <!-- Teaching Assistant 1 --> | ||
| <div class="staff-member"> | ||
| <img src="images/Varun.jpg" alt="TA 5"> | ||
| <img src="images/Varun.jpg" alt="Varun Bhatt"> | ||
| <h3>Teaching Assistant</h3> | ||
| <p>Varun Bhatt</p> | ||
| <p>OH: Tuesdays 14:00-15:00; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| <p>OH: TBA; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| </div> | ||
| <!-- Teaching Assistant 1 --> | ||
| <div class="staff-member"> | ||
| <img src="images/zihaohe.jpg" alt="TA 1"> | ||
| <h3>Teaching Assistant</h3> | ||
| <p>Zihao He</p> | ||
| <p>OH: Thursdays 14:00-15:00; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| </div> | ||
| <!-- Teaching Assistant 1 --> | ||
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| <!-- Teaching Assistant 2 --> | ||
| <div class="staff-member"> | ||
| <img src="images/zihaohu.jpg" alt="TA 2"> | ||
| <img src="images/lili.webp" alt="Shawn Li"> | ||
| <h3>Teaching Assistant</h3> | ||
| <p>Zihao Hu</p> | ||
| <p>OH: Wednesdays 10:00-11:00; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| <p>Shawn Li</p> | ||
| <p>OH: TBA; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| </div> | ||
| <!-- Teaching Assistant 1 --> | ||
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| <!-- Teaching Assistant 3 --> | ||
| <div class="staff-member"> | ||
| <img src="images/ayush_mazal.jpg" alt="TA 6"> | ||
| <img src="images/linxin.jpg" alt="Linxin Song"> | ||
| <h3>Teaching Assistant</h3> | ||
| <p>Ayush Jain</p> | ||
| <p>OH: Wednesdays 14:00-15:00; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| <p>Linxin Song</p> | ||
| <p>OH: TBA; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| </div> | ||
| <!-- Teaching Assistant 1 --> | ||
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| <!-- Teaching Assistant 4 --> | ||
| <div class="staff-member"> | ||
| <img src="images/ziyiliu.jpg" alt="TA 3"> | ||
| <img src="images/xhy.webp" alt="Haoyan Xu"> | ||
| <h3>Teaching Assistant</h3> | ||
| <p>Ziyi Liu</p> | ||
| <p>OH: Thursdays 10:00-11:00; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| <p>Haoyan Xu</p> | ||
| <p>OH: TBA; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| </div> | ||
| <!-- Teaching Assistant 1 --> | ||
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| <!-- Teaching Assistant 5 --> | ||
| <div class="staff-member"> | ||
| <img src="images/yuehanqin.jpg" alt="TA 4"> | ||
| <img src="images/tiankai.webp" alt="Tiankai Yang"> | ||
| <h3>Teaching Assistant</h3> | ||
| <p>Yuehan Qin</p> | ||
| <p>OH: Tuesdays 10:00-11:00; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| <p>Tiankai Yang</p> | ||
| <p>OH: TBA; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| </div> | ||
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| <!-- Teaching Assistant 1 --> | ||
| <!-- Teaching Assistant 6 --> | ||
| <div class="staff-member"> | ||
| <img src="images/linkedin_pic.jpg" alt="TA 7"> | ||
| <img src="images/yuehanqin.jpg" alt="Yuehan Qin"> | ||
| <h3>Teaching Assistant</h3> | ||
| <p>Pengda Xiang</p> | ||
| <p>OH: Tuesdays 15:30-16:30; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| <p>Yuehan Qin</p> | ||
| <p>OH: TBA; Details at <a href="https://piazza.com/class/loendg1jxkryr/post/18">Piazza post</a></p> | ||
| </div> | ||
| </div> | ||
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| </div> | ||
| </div> | ||
| <footer style="background-color: #f9f9f9; padding: 20px; text-align: center; border-top: 2px solid #e5e5e5; margin-top: 50px;"> | ||
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