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Project grades

23 outubro 2025, 13:57 Mário Figueiredo


Dear Students, 

The grades are now published. I apologize for the huge delay.  

First of all, if any of you has NA (not assessed) and submitted a report, please contact me as soon as possible.

Second, I would like to briefly clarify the grading criteria. First, I believe that grades in PhD-level courses are not very relevant. I see these courses more as an opportunity to learn and study than to obtain a grade. Given the very diverse backgrounds and prior knowledge about machine learning of the students taking the course, it's impossible to use a uniform objective criterion. Furthermore, the high diversity of styles and types of reports makes assessing and grading them necessarily rather subjective. 

Having said that, I gave quite high grades to all the students who submitted a report. 

In grading the reports, I valued most those that show a significant effort to do something that fits well with the nature and topics of the course. I valued slightly less those reports that were simply done in another context, especially if they were far from the topics of the course. I also valued intrinsic aspects of the work, such as clarity, pedagogical value, technical level, rigor, etc…

I will be glad to discuss the grades with any student who so wishes.

In a few days, I will register the grades.

Finally, I want to thank you all for attending this course, and I apologize again for the delay in grading the projects. 

Best regards, 

Mário Figueiredo. 



End of lectures

6 junho 2025, 09:36 Mário Figueiredo


Dear Students,

Since we finished the final lecture last Wednesday, there will be no more lectures.

Thank you all for attending this course.

Best regards,

Mário Figueiredo 


No lecture on Friday

23 maio 2025, 00:21 Mário Figueiredo


Dear Students, 


As I told you during the last lecture, this Friday's lecture will be cancelled due to the commemoration of the IST day on May 23. 

Best regards,

Mário Figueiredo.

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No lecture today

16 abril 2025, 10:03 Mário Figueiredo


Dear Students,

Due to an unexpected reason, I will not be able to teach today's lecture (April 16). I am sorry for the inconvenience.

The lectures will continue, as announced, on April 30.

Best regards,

Mário Figueiredo 


Easter vacation and holidays

9 abril 2025, 11:01 Mário Figueiredo


Hello, 


Due to the upcoming holidays (April 18 and 25) and Easter break at IST (April 21 to 24), here is the information about the lectures in the following weeks:

This week, we will have lectures as usual: April 9 and 11. 

Next week, we will have a lecture only on Wednesday (April 16). 

The week after, there will be no lectures. 

The lectures will return to the regular schedule on April 30 and May 2nd.

Best regards,

Mário Figueiredo.

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