News
Re-Exam Grades and Inspection and Course Evaluation ResultsWritten on 21.03.22 by Thorsten Klößner Dear students, the grades of the re-exam have been entered into the CMS. You can now register for the re-exam inspection (Thursday, 24.03, 13:00-14:00; E1.3 Lecture hall 002) in two time slots: 13:00-13:30 and 13:30-14:00. Please register via the CMS if you want to attend as it makes planning the… Read more Dear students, the grades of the re-exam have been entered into the CMS. You can now register for the re-exam inspection (Thursday, 24.03, 13:00-14:00; E1.3 Lecture hall 002) in two time slots: 13:00-13:30 and 13:30-14:00. Please register via the CMS if you want to attend as it makes planning the inspection easier for us. Also, the results of the course evaluation has been uploaded in the Materials section. Unfortunately. the evaluation did not have many participants. Nevertheless, we provide you with the results for the sake of completion. We will try our best to incorporate the feedback into the next iteration of the course. Regards, Thorsten Klößner |
Seating Plan Re-Exam and Hygiene RulesWritten on 16.03.22 by Thorsten Klößner Dear students, you should now see your assigned seat for the re-exam tomorrow. The hygiene rules are the same as in the main exam, repeated in the following:
Dear students, you should now see your assigned seat for the re-exam tomorrow. The hygiene rules are the same as in the main exam, repeated in the following:
You may of course again bring a non-programmable calculator and two sheets of handwritten notes which use may use in the exam. Regards, Thorsten Klößner |
Re-Exam RegistrationsWritten on 13.03.22 by Thorsten Klößner Dear students, since we are receiving a lot of mails about this issue: The VIPA/HISPOS registrations for the re-exam have not been imported into the CMS yet. Please ignore the warning regarding registration status as shown in the CMS for now. The registrations should be imported… Read more Dear students, since we are receiving a lot of mails about this issue: The VIPA/HISPOS registrations for the re-exam have not been imported into the CMS yet. Please ignore the warning regarding registration status as shown in the CMS for now. The registrations should be imported tomorrow. Regards, Thorsten Klößner |
Reminder: Re-Exam RegistrationWritten on 07.03.22 by Thorsten Klößner Dear students, the grades for the exam have been entered in the respective examination systems. Please remember to register for the re-exam in your system if you wish to participate. The deadline for HISPOS is exactly one week before the exam, Thursday 10.03.2022. Regards, Thorsten Klößner |
Exam Results and InspectionWritten on 28.02.22 by Thorsten Klößner Dear students, we have now published the exam results in the CMS. You should be able to see them on your personal status page. The exam inspection will take place on Thursday, March 3 at 13:00 in building E1.3, lecture hall 002. Please register for a time slot in the CMS to attend. The same… Read more Dear students, we have now published the exam results in the CMS. You should be able to see them on your personal status page. The exam inspection will take place on Thursday, March 3 at 13:00 in building E1.3, lecture hall 002. Please register for a time slot in the CMS to attend. The same Corona rules apply as in the exam. Regards, Thorsten Klößner |
Exam Seating Plan & Corona RulesWritten on 22.02.22 by Thorsten Klößner Dear students, you can now find the seat that has been assigned to you for the upcoming exam on your personal status page in the CMS. Regarding hygiene regulations during the exam, please note the following:
Dear students, you can now find the seat that has been assigned to you for the upcoming exam on your personal status page in the CMS. Regarding hygiene regulations during the exam, please note the following:
Regards, Thorsten Klößner |
Exam-relevant content and Pre-Exam Office-Hour until 15:00Written on 16.02.22 by Thorsten Klößner Dear students, you can now find a txt file containing the exam relevant content for all lectures in the Materials section (in the category 'Additional Materials'). Also, we decided to extend the duration of the office hour on Friday to 15:00, as many students reported to us that the upcoming MFI… Read more Dear students, you can now find a txt file containing the exam relevant content for all lectures in the Materials section (in the category 'Additional Materials'). Also, we decided to extend the duration of the office hour on Friday to 15:00, as many students reported to us that the upcoming MFI I exam ends at 13:00 and poses a scheduling issue. The additional hour should hopefully give you enough time to attend. Regards, Thorsten Klößner |
Correction: Allowed utilities in the examWritten on 10.02.22 by Thorsten Klößner Dear students, this is a correction regarding the allowed utilities for the upcoming exam(s). You are allowed to bring two double-sided A4 sheets of handwritten notes, not just one. Sorry for the confusion. Regards, Thorsten Klößner |
Pre-Exam Office Hour Date Change, Sheet 11 and ExamWritten on 10.02.22 (last change on 10.02.22) by Thorsten Klößner Dear students, we have a couple of announcements to make:
Dear students, we have a couple of announcements to make:
Finally, you will be informed about the hygiene regulations for the upcoming exam soon. Regards, Thorsten Klößner |
Tutorials & Office Hour UpdateWritten on 28.01.22 by Thorsten Klößner Dear students, we notice that the tutorial visits and submissions are decreasing as the semester comes to end and the exam comes closer. Therefore, we decided that starting next week, we will:
Dear students, we notice that the tutorial visits and submissions are decreasing as the semester comes to end and the exam comes closer. Therefore, we decided that starting next week, we will:
Also, note that there will be no tutorials during the week before the exam. Note that this means exercise sheet 10 and 11 will not be discussed in the tutorials. We will however post solutions to the sheets. The related lecture content is relevant for the exam. However, we will host an office hour on Discord on February 17 during the usual lecture slot (12:15) in which you can ask the tutors any final questions you may have before the exam. Please consider making use of this opportunity. Regards, Thorsten Klößner |
Course EvaluationWritten on 17.01.22 by Thorsten Klößner Dear students, we would appreciate it if you participate in the online course evaluation of this this year's iteration of EDSAI. Please take 5-10 minutes of your time and fill out the following course evaluation surveys for the lecture and tutorials respectively: Dear students, we would appreciate it if you participate in the online course evaluation of this this year's iteration of EDSAI. Please take 5-10 minutes of your time and fill out the following course evaluation surveys for the lecture and tutorials respectively: Lecture: https://qualis.uni-saarland.de/eva/?l=131612&p=xe8qpc Tutorials: https://qualis.uni-saarland.de/eva/?l=1316121&p=bvv14v The surveys can be completed until February 3. Regards, Thorsten Klößner |
exam-relevant parts of AlphaGo lecturesWritten on 13.01.22 (last change on 05.02.22) by Joerg Hoffmann Hi all, see the information below. We will later upload a text file to CMS containing similar info for all lectures. best regards and good luck with the rest of the course, Jörg Hoffmann [corrected version] #14-15 AlphaGo Part 1 (JH): Slides 15--34 are exam relevant. Questions may be… Read more Hi all, see the information below. We will later upload a text file to CMS containing similar info for all lectures. best regards and good luck with the rest of the course, Jörg Hoffmann [corrected version] #14-15 AlphaGo Part 1 (JH): Slides 15--34 are exam relevant. Questions may be asked about all the concepts and algorithms explained on these slides. There may be exercises asking to execute pseudo-code on examples. 15-17 AlphaGo Part 2 (JH): Slides 16--35 and 40--41 are exam relevant. Questions may be asked about all the concepts and algorithms explained on these slides. There may be exercises asking to execute the algorithms on examples. 17-18 AlphaGo Part 3 (JH): Slides 9--17 and 21--23 are exam relevant. Questions may be asked about all the concepts and algorithms explained on these slides. There may be exercises asking to execute pseudo-code on examples. |
Mistake in Exercise Sheet 6, Ex 3Written on 12.01.22 by Thorsten Klößner Dear students, there was a mistake in the A* search exercise in assignment 06, which has now been fixed. In particular, the given goal state was incorrect. The correct version has now been uploaded and should also have a shorter solution. Apologies for the inconvenience. Regards, Thorsten Klößner |
Tutorials next week cancelledWritten on 06.01.22 by Thorsten Klößner Dear Students, Since there is no exercise sheet to discuss in the tutorials next week due to the holidays, the tutorials for next week will be cancelled. The office hour is not affected by this, so feel free to visit if you need any help. Regards, Thorsten Klößner |
AlphaGo Lectures OnlineWritten on 06.01.22 by Joerg Hoffmann Dear all, this is just to confirm that, as you have certainly expected, the lectures will continue to be online. See you in zoom, Jörg Hoffmann |
AlphaGo Lectures OnlineWritten on 09.12.21 by Joerg Hoffmann Dear Students, as you probably expected, given the COVID situation the AlphaGo lectures also will be online only. The lecture will be in zoom (see the link in the lecture Timetable). I'll respond to your questions in the zoom chat. The lecture will also be streamed to YouTube of course (the… Read more Dear Students, as you probably expected, given the COVID situation the AlphaGo lectures also will be online only. The lecture will be in zoom (see the link in the lecture Timetable). I'll respond to your questions in the zoom chat. The lecture will also be streamed to YouTube of course (the YouTube link will be posted into the chat at the start of each lecture). There is the hypothetical possibility that we can move back to hybrid teaching in January (first lecture of the new year is on January 6). I'll send around another news item beforehand. See you on Monday, best regards, Jörg Hoffmann |
Change of Tutorial LocationsWritten on 02.12.21 by Thorsten Klößner Dear students, due to new COVID regulations, we are required to allocate larger rooms for the tutorials held in presence. Therefore, starting next week, the tutorials will be held in the lecture halls of building E1.3. Please take a look at your personal status page to make sure you know where the… Read more Dear students, due to new COVID regulations, we are required to allocate larger rooms for the tutorials held in presence. Therefore, starting next week, the tutorials will be held in the lecture halls of building E1.3. Please take a look at your personal status page to make sure you know where the location of your tutorial has been moved to. During the tutorial, you need to keep your mask on at all times. Also, you may only occupy the seats in the lecture hall marked with green dots. Regards, Thorsten Klößner |
Submission Phase UpdateWritten on 25.11.21 by Thorsten Klößner Dear students, due to popular request, the submission phase for exercise sheets has been moved from Thursday 14:00 - Wednesday 23:59 to Friday 12:00 - Thursday 23:59. Note that the office hour (Fr 16) is a great opportunity to look at the exercise sheet and ask questions if something is… Read more Dear students, due to popular request, the submission phase for exercise sheets has been moved from Thursday 14:00 - Wednesday 23:59 to Friday 12:00 - Thursday 23:59. Note that the office hour (Fr 16) is a great opportunity to look at the exercise sheet and ask questions if something is unclear. Ironically, the submission instructions for assignment 02 incorrectly stated that the submission deadline is today instead of yesterday. we therefore allow you to still submit this assignment until today, 23:59. Regards, Thorsten Klößner |
lecture tomorrow via youtube stream: https://www.youtube.com/watch?v=_RH5OkQxESAWritten on 24.11.21 by Bernt Schiele
Dear students
due to the current Corona situation I will be giving this and the next lecture online only - sorry The link for the live youtube stream is enclosed: https://www.youtube.com/watch?v=_RH5OkQxESA see you tomorrow !
Cheers Bernt Schiele
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Tutorials Cancelled Next WeekWritten on 13.11.21 by Thorsten Klößner Dear students, due to the lack of content that could be discussed in the tutorials, the tutorials next week will be cancelled. This does not affect the office hour, so feel free to visit us on Friday. Also note that the solutions of the Lab notebooks are now available in the CMS Materials… Read more Dear students, due to the lack of content that could be discussed in the tutorials, the tutorials next week will be cancelled. This does not affect the office hour, so feel free to visit us on Friday. Also note that the solutions of the Lab notebooks are now available in the CMS Materials section. Regards, Thorsten Klößner |
Python Lectures as Inverted ClassroomsWritten on 02.11.21 by Joris Nix Dear students, due to Prof. Jens Dittrich being ill, we decided to give the Python lectures on Thursday (04.11.21) and on Monday (08.11.21) as inverted classrooms. Dear students, due to Prof. Jens Dittrich being ill, we decided to give the Python lectures on Thursday (04.11.21) and on Monday (08.11.21) as inverted classrooms. Best regards, |
Tutorial AssignmentWritten on 31.10.21 by Thorsten Klößner Dear students, the tutorials have been distributed. In case you are not happy with your assignment, please make a post in the forum to offer a tutorial exchange. We do not accept requests to change tutorials without an exchange partner, as the workload on our tutors needs to be… Read more Dear students, the tutorials have been distributed. In case you are not happy with your assignment, please make a post in the forum to offer a tutorial exchange. We do not accept requests to change tutorials without an exchange partner, as the workload on our tutors needs to be balanced. Regards, Thorsten Klößner |
English Tutorial Preferences Update & Public Holiday ReminderWritten on 29.10.21 by Thorsten Klößner Dear students, the tutorial preference selection has been updated with the respective language modes of the tutorials (English/German). We offer two tutorials in English, while three will be held in German. Please re-evaluate your tutorial preferences taking this change into account until Saturday,… Read more Dear students, the tutorial preference selection has been updated with the respective language modes of the tutorials (English/German). We offer two tutorials in English, while three will be held in German. Please re-evaluate your tutorial preferences taking this change into account until Saturday, 23:59 at the latest. This affects the online tutorial and one of the Friday tutorials (both English). The tutorials will be distributed by Sunday evening. Note that next Monday is a public holiday (Allerheiligen), so neither a lecture nor the first Monday tutorial will take place. All other tutorials plus the office hour will take place for the first time next week. If you are looking for people to submit the exercise sheets with, this might be an opportunity to meet people. Regards, Thorsten Klößner |
Lectures in GermanWritten on 29.10.21 by Joerg Hoffmann Hi all, the vote gave a (small) majority for German, so we will continue the lectures in that language. We will however offer English tutorials for those of you who prefer that. Thorsten Klößner will fill you in on how this will be organized. best, Jörg
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Vote: Lectures in German or English?Written on 27.10.21 by Joerg Hoffmann Hi all, as there have been several requests to do the lectures in English, and as Programmierung1 is already given in English, we have decided to put this question -- should the EDSAI lectures be given in German or in English? -- to your vote: https://strawpoll.com/u61dx47pz Please enter your… Read more Hi all, as there have been several requests to do the lectures in English, and as Programmierung1 is already given in English, we have decided to put this question -- should the EDSAI lectures be given in German or in English? -- to your vote: https://strawpoll.com/u61dx47pz Please enter your preference. The vote will remain open until tomorrow (Thursday, Oct 27) evening. The lectures will be given in whichever language takes the majority in this vote. (You have to enter your name in the poll so that we can check the vote against the registration list in CMS; but of course we will keep this data private) Unless a clear majority for German emerges within today, the lecture tomorrow (Introduction to AI) will be held in English. You can use this as a trial run to see whether or nor you like English EDSAI lectures. Note: this is only about the language used in the lectures, not about the tutorials. If there is a need, both German and English tutorials will be offered. best regards, Jörg Hoffmann
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First lecture and tutorial preferencesWritten on 20.10.21 by Thorsten Klößner Dear students, the first lecture of Elements of Data Science and Artificial Intelligence will be held tomorrow (21st of October) at 12:15 by Prof. Jens Dittrich. Like all of Prof. Dittrich's lectures, it will be streamed to Youtube only, i.e. the lecture is fully online. The links to the Youtube… Read more Dear students, the first lecture of Elements of Data Science and Artificial Intelligence will be held tomorrow (21st of October) at 12:15 by Prof. Jens Dittrich. Like all of Prof. Dittrich's lectures, it will be streamed to Youtube only, i.e. the lecture is fully online. The links to the Youtube streams of the lectures can always be found in the materials section or in the respective timetable entry shortly before the lecture. The organization of the lectures is also documented on the organization page of the course. Furthermore, you are now able to set your tutorial preferences on your personal status page in the CMS. The deadline for changing your preferences is the 28th of October, 23:59. Shortly after, you will be assigned a tutorial. |
Elements of Data Science and Artificial Intelligence
Artificial intelligence is a long-standing branch of computer science concerned with the design of algorithms and systems exhibiting intelligent behavior. Data science is a comparatively young area concerned with the extraction of knowledge and insights from structured and unstructured data. Increasingly, the real power of computer science applications lies in combining the two, exploiting insights from data to take intelligent decisions.
Both artificial intelligence (AI) and data science (DS) are complex multi-disciplinary scientific fields. This course provides an overview of central concepts and ideas, structured and motivated by prominent applications requiring elements from both DS and AI. We start with a brief introduction to machine learning (ML), which lies at the heart of the intersection between DS and AI. We then cover game playing, explaining the search and learning techniques essential to recent successes in Go and Chess. We cover autonomous driving as a prominent application of sensing, system design, control, and learning. We cover dialogue systems and the associated learning and reasoning techniques for natural language processing. We finally cover the data processing techniques required to enable big data.
The aim is for students to understand the scope of DSAI and to obtain intuitions about its central algorithmic elements. Detailed technical expositions and analyses of these elements are not covered; these are the subject of later more specialized courses.
The course is accompanied by exercises, covering technical concepts through examples, as well as posing simple programming exercises (suitable for first-term students) in the Python language. This course also contains a quick introduction to Python.