News
Tutorial #5 Room change (again)Written on 20.12.24 by Monseej Purkayastha Hi everyone, It seems like the old regular room SR 016, E1 3 is locked out for some work today again, so we will be holding today's tutorial in Lecture Hall 002, E1 3. Sorry about this, but we'll try to ake sure this doesn't happen in the new year. Thanks, Monseej
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Assignment #8 UpdateWritten on 13.12.24 by Monseej Purkayastha Hi All, The questions for Assignment #8 have been updated. For the programming assignment Q8.4, the fourth experiment was asked to be done with weight-decay and early-stopping, both enabled. There was a typo in the questions, where in one instance, it was mentioned only with early-stopping. We have… Read more Hi All, The questions for Assignment #8 have been updated. For the programming assignment Q8.4, the fourth experiment was asked to be done with weight-decay and early-stopping, both enabled. There was a typo in the questions, where in one instance, it was mentioned only with early-stopping. We have uploaded a new updated version of the Assignment, please use that. Monseej |
Tutorial 5 Room changeWritten on 13.12.24 by Monseej Purkayastha Hi everyone, It seems like the old regular room SR 016, E1 3 is locked out for some work today, so we will be holding today's tutorial in Lecture Hall 002, E1 3 Note: This is just for today, we should be back in our classroom next week. Thanks, Monseej
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Assignment #8 ReleasedWritten on 10.12.24 by Monseej Purkayastha Hello everyone, Assignment #8 has been released. The deadline for this assignment is December 18, 2024 at 23:59.
Best Regards, Monseej |
Written on 03.12.24 by Ghada Nait Said Hi everyone, The deadline for Assignment 6 has been extended to 05.12.2024 at 23:59 due to ongoing issues with Overleaf. Best regards, Ghada Nait Said |
Assignment 7Written on 03.12.24 (last change on 03.12.24) by Kunwar Maheep Singh Assignment 7 has been released. The deadline is 11:59 PM on December 11, 2024. Best of luck, Kunwar |
Assignment 6Written on 26.11.24 by Ghada Nait Said Hi everyone, Assignment 6 has been released. Please note that the deadline is 11:59 PM on December 04, 2024. If you have any questions, feel free to ask on the forum. Good luck! Best regards, Ghada Nait Said |
Assignment 5Written on 19.11.24 by Nguyen Duc Anh Pham Hi everyone, Assignment 5 has been released. Please note that the deadline for Assignment 5 is 11:59 PM on November 27, 2024. |
Tutorial #5 Online sessionWritten on 15.11.24 by Monseej Purkayastha Hi Everyone, Just a heads-up, just like last week, we'll be holding today's Tutorial starting at 14:15 online via Microsoft Teams. If you plan to attend, please join this team's… Read more Hi Everyone, Just a heads-up, just like last week, we'll be holding today's Tutorial starting at 14:15 online via Microsoft Teams. If you plan to attend, please join this team's link: https://teams.microsoft.com/l/meetup-join/19%3ameeting_MzY2ZThhNDYtYTMyMi00M2M5LWI4YjgtN2E1ZWRiYjliODM4%40thread.v2/0?context=%7b%22Tid%22%3a%2267610027-1ac3-49b6-8641-ccd83ce1b01f%22%2c%22Oid%22%3a%22c41ecae6-cb71-45d7-9ce8-3e33e8ed91f8%22%7d
Note: This will be the last online session we'll have (hopefully), from next week onwards, it will be in-person at SR 016, E1 3.
Thanks and Regards, Monseej Purkayastha |
Old examWritten on 13.11.24 by Dietrich Klakow Hi, yesterday I was asked for an old exam. Here is one: https://cms.sic.saarland/nnti_2425/dl/10/Old_Exam.pdf (also in the materials section). Please note that it has very limited predicitve power about this years exam. The team is different and the assignments are different and this will… Read more Hi, yesterday I was asked for an old exam. Here is one: https://cms.sic.saarland/nnti_2425/dl/10/Old_Exam.pdf (also in the materials section). Please note that it has very limited predicitve power about this years exam. The team is different and the assignments are different and this will certainly have an impact on this years exam. Best, Dietrich Klakow
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Assignment 4Written on 12.11.24 (last change on 12.11.24) by Nhi Pham Hello everyone, Assignment 4 has been released. Deadline for this assignment is November 20, 2024 at 23:59. Best, Nhi |
Tutorial #5 Online sessionWritten on 08.11.24 by Monseej Purkayastha Hi Everyone, For all those who opted for the Friday afternoon Tutorial slot starting at 14:15, please join this team's… Read more Hi Everyone, For all those who opted for the Friday afternoon Tutorial slot starting at 14:15, please join this team's link: https://teams.microsoft.com/l/meetup-join/19%3ameeting_MzY2ZThhNDYtYTMyMi00M2M5LWI4YjgtN2E1ZWRiYjliODM4%40thread.v2/0?context=%7b%22Tid%22%3a%2267610027-1ac3-49b6-8641-ccd83ce1b01f%22%2c%22Oid%22%3a%22c41ecae6-cb71-45d7-9ce8-3e33e8ed91f8%22%7d
Thanks and Regards, Monseej Purkayastha |
Tutorial 6: Wednesday 10:15Written on 08.11.24 by Dietrich Klakow Tutorial group 6 has been set up. It will be Wednesdays 10:15 in SR 016, E1 3 starting next week. Please reach out to the tutors or me if you want to join that tutorial. Best, Dietrich Klakow
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Written on 06.11.24 by Monseej Purkayastha Hi everyone, Assignment 3 has been released. Please note that you have a timeline of 1 week to complete it, i.e. the deadline is on 13th November. Best, Your NNTI tutors |
6th Tutorial Group: please doodle asapWritten on 05.11.24 (last change on 05.11.24) by Dietrich Klakow Hi, as announced today in the lecture we will have a 6th tutorial group in particular for those who have not yet been assigned to a tutorial yet. Here is a doodle with three alternatives: https://doodle.com/meeting/participate/id/bqDzOp2a Please doodle as soon as possible, latest by Thursday… Read more Hi, as announced today in the lecture we will have a 6th tutorial group in particular for those who have not yet been assigned to a tutorial yet. Here is a doodle with three alternatives: https://doodle.com/meeting/participate/id/bqDzOp2a Please doodle as soon as possible, latest by Thursday lunchtime (11:59 am). Best regards, Dietrich Klakow |
On the additional materials for the courseWritten on 05.11.24 by Nhi Pham Hi everyone, By popular demand (and maybe a little peer pressure), here’s a lineup of recommended books to supercharge your course experience:
Hi everyone, By popular demand (and maybe a little peer pressure), here’s a lineup of recommended books to supercharge your course experience:
Both of these books are available in the library. Happy studying – or at least happy book-collecting! Cheers, Nhi |
On eligibility and bonus points (and Assignment 2)Written on 31.10.24 by Filippo Garosi Dear students, for those of you that missed last lecture,
Moreover, Assignment 2 has been… Read more Dear students, for those of you that missed last lecture,
Moreover, Assignment 2 has been released a couple of days ago, at the end of the lecture. The due date is 06/11/24 at 23:59. |
Assignment 1 releasedWritten on 23.10.24 by Kunwar Maheep Singh Assignment 1 has been released. The release was delayed by one day because of the CMS system being down. In this special case, the deadline is extended by one day and this assignment will be due on 30th October 23:59. After this, all assignments will follow the regular schedule of being released at… Read more Assignment 1 has been released. The release was delayed by one day because of the CMS system being down. In this special case, the deadline is extended by one day and this assignment will be due on 30th October 23:59. After this, all assignments will follow the regular schedule of being released at lecture time and being due before the lecture. |
Neural Networks: Theory and Implementation
This is is the version for CS, DSAI, VC, Bioinformatics, Systems Engineering, wirtschaftsinformatik, etc. No CoLi students permitted in this edition.
Starts: 22.10.24
Location: large lecture hall mathematics, HS1 in E25
Exam: 11.2.25 (location will follow a few days before the exam)
Tutorials: tbd
Outline:
- Linear Algebra and Principal Component Analysis (PCA)
- Numerical Computation
- Machine Learning Basics
- Deep Feedforwad Neural Networks
- Regularization for Deep Learning
- Optimization for Deep Learning
- Convolutional Neural Networks
- Sequence Modelling: Recurrent and Recursive Neural Networks
- Transformers
- GNNs
Text Books:
Neural Networks and Deep Learning by Charu C. Aggarwal
Deep Learning by Aaron Courville, Ian Goodfellow, Joshua Bengio
Geometry of Deep Learning, Jong Chul Ye
Deep Learning Architectures: A Mathematical Approach, Ovidiu Calin