News
Assignment 6Written on 07.12.23 by Michael Schott Hey everyone, we have just released the sixth assignment. You can find the PDF under Materials. This week, the practical part requires you to run your code on the sic-cluster. We have distributed credentials to each of you and you should be able to find them on your Personal Status page. If you… Read more Hey everyone, we have just released the sixth assignment. You can find the PDF under Materials. This week, the practical part requires you to run your code on the sic-cluster. We have distributed credentials to each of you and you should be able to find them on your Personal Status page. If you cannot find your credentials on your personal status page, please notify us as soon as possible! The deadline is, as always, next Thursday, 23:59. Kind regards and good luck, NNTI Tutors |
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Assignment 5Written on 30.11.23 by Nadia Asmi Hey everyone, the fifth assignment has been released. You can find the zip file under Materials. Your solutions must be uploaded to the CMS via your Personal Status page by only one of the team members by next Thursday, 23:59. Kind regards and good luck, NNTI Tutors |
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Assignment 4Written on 23.11.23 by Michael Schott Hey everyone, the fourth assignment has been released. You can find the zip file under Materials. Your solutions must be uploaded to the CMS via your Personal Status page by only one of the team members by next Thursday, 23:59. Kind regards and good luck, NNTI Tutors |
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Updated Assignment 3Written on 20.11.23 by Michael Schott Hi everyone, we have just made some small fixes for Exercise 3.2b in the current assignment. In summary, the first expression to show was missing an argmin_D on the left-hand side and an argmax_D on the right-hand side. Additionally, there was some confusion as to whether the eigenvectors of XtX… Read more Hi everyone, we have just made some small fixes for Exercise 3.2b in the current assignment. In summary, the first expression to show was missing an argmin_D on the left-hand side and an argmax_D on the right-hand side. Additionally, there was some confusion as to whether the eigenvectors of XtX are the columns or rows of D. This should all be fixed now. You can find the new version in the Materials section of the CMS. Good luck with the assignment and have a nice week! NNTI Tutors |
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Tutorial AssignmentWritten on 17.11.23 by Michael Schott Hello everyone! We have just published the tutorial assignments. You can see your tutorial and the corresponding slot on your Personal Status page. Starting next week, please only attend the tutorial you were assigned to. Have a nice week end! NNTI Tutors |
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Assignment 3Written on 16.11.23 by Nadia Asmi Hey everyone, the third assignment has been released. You can find the zip file under Materials. Your solutions must be uploaded to the CMS via your Personal Status page by only one of the team members by next Thursday, 23:59. Kind regards and good luck, NNTI Tutors |
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Team grouping deadline changedWritten on 15.11.23 by Michael Schott Hi everyone, to avoid issues with the grading of the assignments we have changed the team grouping deadline to tomorrow evening 23:59. Afterwards teams are fixed and you can no longer create or change teams. As a quick reminder, the deadline for the submission of your tutorial slot preferences… Read more Hi everyone, to avoid issues with the grading of the assignments we have changed the team grouping deadline to tomorrow evening 23:59. Afterwards teams are fixed and you can no longer create or change teams. As a quick reminder, the deadline for the submission of your tutorial slot preferences is also tomorrow evening at 23:59. Have a nice week! NNTI Tutors |
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Written on 15.11.23 by Dietrich Klakow Here an update on the project planing:
All this is not final but a snapshot of the present planing. |
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Written on 15.11.23 by Dietrich Klakow Hi, we just had discussed the Christmas break in the tutor meeting. There will be no lecture on December 19th (due to an RTG retreat DK has to attend) and we will not issue a new assignment in that week. Tutorials will happen as planned. In the week stating January 2nd, there will be a lecture… Read more Hi, we just had discussed the Christmas break in the tutor meeting. There will be no lecture on December 19th (due to an RTG retreat DK has to attend) and we will not issue a new assignment in that week. Tutorials will happen as planned. In the week stating January 2nd, there will be a lecture which will be offered hybrid. Sound will be via laptop so now guarantees for the audio quality. There will be no tutorials in the first week of January. |
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Room correction FridayWritten on 13.11.23 by Max Rausch-Dupont The tutorial on Fridays is also in building E1.1 not E1.3. |
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Tutorial Room correctionWritten on 13.11.23 by Max Rausch-Dupont The tutorial on Monday is in Building E1.1 not E1.3. |
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Missing room for tutorialsWritten on 10.11.23 by Dietrich Klakow Up to now, a room for the Wednesday 12-14 tutorial was missing. It is A5 1, room 2.37. I also updated the table below that list all tutorials. |
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Tutorial preferencesWritten on 10.11.23 (last change on 10.11.23) by Michael Schott Hi everyone, thank you all for notifying us that many of you were not able to set their tutorial preferences here in the CMS. We have fixed that and all of you should be able to set them now on the Personal Status page. Please check if that is possible. Also, if you were able to set your tutorial… Read more Hi everyone, thank you all for notifying us that many of you were not able to set their tutorial preferences here in the CMS. We have fixed that and all of you should be able to set them now on the Personal Status page. Please check if that is possible. Also, if you were able to set your tutorial preferences already, please check that they are still correctly set. The new deadline for submitting your preferences is next Thursday, Nov 16th at 23:59. As a quick reminder, tutorials nonetheless start next week and you are free to go to the slot you like until we have made the tutorial assignments. Best, NNTI Tutors |
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Assignment 2Written on 09.11.23 by Michael Schott Hi everyone, we just released the second assignment. You can find both files in the Materials section. Note that the zip file contains both the PDF with the theoretical exercises as well as the notebook for the practical part. Your solutions must be uploaded to the CMS via your Personal… Read more Hi everyone, we just released the second assignment. You can find both files in the Materials section. Note that the zip file contains both the PDF with the theoretical exercises as well as the notebook for the practical part. Your solutions must be uploaded to the CMS via your Personal Status page by one of the team members by next Thursday, 23:59. Kind regards and good luck, NNTI Tutors |
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Exam Eligibility from Previous SemestersWritten on 09.11.23 by Max Rausch-Dupont Hello everyone, to answer a common question, you will keep eligibility for the NNTI exam if you have obtained it in a previous semester. However, the contents of the assignments from this semester are relevant for the exam, so it is still recommended that you look at them. Hello everyone, to answer a common question, you will keep eligibility for the NNTI exam if you have obtained it in a previous semester. However, the contents of the assignments from this semester are relevant for the exam, so it is still recommended that you look at them. Kind regards, NNIA Tutors |
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Written on 08.11.23 (last change on 13.11.23) by Dietrich Klakow Hi,
here are the tutorial slots:
Hi,
here are the tutorial slots:
Tutorials will start next week. Next week go to the tutorial you like.
Independently, we plan to send out a questionnaire to fix the tutorial assignment for the following weeks.
Best regards,
Dietrich Klakow
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Assignment 1 Submission Guidelines and Deadline ReminderWritten on 06.11.23 by Muhammad Anas Tahir Dear Students, The submission link for Assignment 1 has been created. The assigments are to be completed collaboratively, with each group consisting of no more than three members. Please note that a submission made by any one member will be recognized as a submission on behalf of the entire… Read more Dear Students, The submission link for Assignment 1 has been created. The assigments are to be completed collaboratively, with each group consisting of no more than three members. Please note that a submission made by any one member will be recognized as a submission on behalf of the entire group. Kindly be reminded that the deadline for submitting Assignment 1 is Thursday, November 9, 2023, at 23:59. |
Neural Networks: Theory and Implementation
This is is the version for CS, systems engineering, wirtschaftsinformatik, etc. No CoLi students permitted in this edition.
Starts: Tuesday, October 31st at 14:15
Location: large lecture hall mathematics, HS1 in E25
Exam: Tuesday, February 13th, 14:00-16:00 (location will follow a few days before the exam)
Tutorials: Starting from Nov 13th there are four tutorial groups.
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
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