News
Tutorial teams meetingWritten on 29.11.23 by Nicholas Jennings please join here https://teams.microsoft.com/l/meetup-join/19%3ameeting_MjdjMjk4NTctNTgzNC00NjU5LWE3YzItNzU3MTI2NDU1NTc0%40thread.v2/0?context=%7b%22Tid%22%3a%2267610027-1ac3-49b6-8641-ccd83ce1b01f%22%2c%22Oid%22%3a%22b1478556-40fd-4ed5-b7d4-caeb253c60b4%22%7d
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Tutorial ReassignmentWritten on 21.11.23 by Nicholas Jennings Hello everyone, you have now been reassigned to the tutorials based on your preferences. However, if you were still assigned to a tutorial that you are unable to attend, we will try to find a solution. Kind regards, NNIA tutors |
Correction of Tutorial 2 LocationWritten on 17.11.23 by Sijie Wu Hi everyone,
sorry for the shorter notice. There has been some miscommunications, and the tutorial is in E1.1 Room -1.12 , aka U 12 in the basement floor.
Kind regards, Sijie Wu |
Location of Tutorial 2Written on 16.11.23 (last change on 17.11.23) by Sijie Wu Hi everyone in Tutorial 2,
I apologize for the short notice. The first tutorial will be tomorrow at 10:15 in E1.1 Room -1.12. I am looking forward to seeing you there.
PS. There has been some miscommunications, and the tutorial is in E1.1 Room -1.12 , aka U 12 in the basement… Read more Hi everyone in Tutorial 2,
I apologize for the short notice. The first tutorial will be tomorrow at 10:15 in E1.1 Room -1.12. I am looking forward to seeing you there.
PS. There has been some miscommunications, and the tutorial is in E1.1 Room -1.12 , aka U 12 in the basement floor.
Kind regards, Sijie Wu |
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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. |
Tutorial PreferencesWritten on 13.11.23 by Nicholas Jennings Hello Everyone, it should be possible for everyone to select and change tutorial preferences on CMS now. You can change your preferences until Thursday, 16.11.2023 23:59. However, this week you may go to whichever tutorial you want, regardless of which tutorial you are assigned to. Kind… Read more Hello Everyone, it should be possible for everyone to select and change tutorial preferences on CMS now. You can change your preferences until Thursday, 16.11.2023 23:59. However, this week you may go to whichever tutorial you want, regardless of which tutorial you are assigned to. Kind regards, Nicholas Jennings |
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Written on 08.11.23 by Dietrich Klakow Hi, Here are the tutorial slots: Wednesday, 14:15 SR016, E13 (Nicholas) Friday, 10:15 location tbd, (Sijie)
Tutorials will start 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. |
Exam Eligibility from Previous SemestersWritten on 07.11.23 by Nicholas Jennings Hello everyone, to answer a common question, you will keep eligibility for the NNIA 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 |
Assignments & TeamsWritten on 05.11.23 (last change on 05.11.23) by Nicholas Jennings Hello Everyone and welcome to the NNIA lecture! We have released the first assignment earlier this week. However, some of the submission instructions on the first version of Assignment 1 are incorrect. You may submit in teams of 2-3 and your solution should be uploaded to CMS, not teams. We… Read more Hello Everyone and welcome to the NNIA lecture! We have released the first assignment earlier this week. However, some of the submission instructions on the first version of Assignment 1 are incorrect. You may submit in teams of 2-3 and your solution should be uploaded to CMS, not teams. We apologize for the confusion. Kind regards, NNIA tutors |
Neural Networks: Implementation and Application (CoLI/LST students only!!!!)
This is the version for CoLis (bachelor and master) only. No other students permitted.
Starts: Tuesday, October 31st, 14:15
Location: large lecture hall mathematics, HS1 in E25
Exam: Tuesday, February 13th 14:00-16:00
Tutorials:
There will be two tutorials groups. Details to follow here on CMS.
Outline:
- Linear Algebra and Principal Component Analysis (PCA)
- Numerical Computation
- Machine Learning Basics
- Deep Feedforward 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