Hi, the numerics background is somewhat diverse, so I don't see specific material directly for the course. Generally, there is a good book on mathematics for machine learning: https://mml-book.github.io/ The firsts sheets are essentially updated versions from this earlier lab, so you can see what is involved. https://ins.uni-bonn.de/teachings/ss-2019-265-p4e1-practical-lab-nu/ Regards, Jochen Garcke Am 10.03.22 um 18:30 schrieb George Stamatiou:
Hello,
As I have mentioned in a previous e-mail, I have experience with (irrelevant to mathematics) programming in Python but no knowledge of Numerics.
Given this, I would like to kindly ask for the following:
1. Could you recommend me some material on the numerics background that I could self-study before the course starts, so that I can understand more of what we will be doing?
2. Could you maybe give a short overview of what we will be covering or some literature that we will be following?
Best,
George Stamatiou
On 23/2/22 13:54, George Stamatiou wrote:
Hello,
Yes, I would like to do so.
Best regards,
George Stamatiou
On 23/2/22 12:03, Jochen Garcke wrote:
Hi,
please confirm if you want to pre-register for the practical lab.
Regards, Jochen Garcke
Am 01.02.22 um 16:41 schrieb Jochen Garcke:
Hi,
likely yes, although having heard some of the numerics content of AlMa or the numerics courses in the second year will be benefitial.
We will fill in some of the background on the needed numerics. The exercise sheets are algorithmically oriented and what is needed to be implemented is clearly spelled out. Without numeric background you will not understand everything on the numerical background of the approaches, but at least you should still be able to work on the exercise sheets of the practical lab.
Regards, Jochen Garcke
On 28/01/2022 20:22, George Stamatiou wrote:
Good evening,
I am a Master's student in Mathematics and I would be interested in participating in the practical lab "Algorithms in Machine Learning and Their Application".
In the prerequisites there is only Python with witch I have had experience. However, I have no experience with numerics.
Would it still be possible for me to keep up?
Thank you for your time,
George Stamatiou
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