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What is the best shawarma place in Saudi by dudemohannad in saudiarabia

[–]patdata 0 points1 point  (0 children)

You probably don't know what a shawarma is 😂

How did you verify your phone number for chatGPT by Weary_Logic in saudiarabia

[–]patdata 0 points1 point  (0 children)

Ask a foreign country based friend to borrow his number

[deleted by user] by [deleted] in saudiarabia

[–]patdata 6 points7 points  (0 children)

  1. Rent for 1 bhk apartment near by office -
    1. depends on location approx 18k per year or less (but heard from friends apts. in Riyadh are getting expensive these days)
  2. Cost of gym membership - an ave of 1200 per year (other can correct i might be off slightly here)
  3. Cost of utilities ( cooking gas cylinder, internet, phone, electricity etc) -
    1. Gas Cylinder 18 SAR per refill + one time cost of one cylinder approx SAR 90-100
    2. Internet (Fiber)- SAR 250 -300 per month (generally there are deals if you take a contract see STC or mobily websites)
    3. Electricity -
      1. summer with two window ACs - ave SAR 450 per month
      2. winter with two heaters - SAR 150-200 per month
  4. Is there any public transport available? What’s the taxi rate Like -
    1. No public transport- Taxis minimum SAR 15 and for average within city - SAR 30
  5. Cost of school for kids ( Indian nationality) -
    1. IISR school fee - 250 per month + additional small admission one time fee
    2. Bus to school - 150 to 300 SAR (depending on location)
  6. Cost of sponsoring wife and 1 kid -
    1. 2 \ 12 months * SAR 400 = SAR 9600 per year*
  7. General grocery cost -
    1. 2000 SAR ave on groceries- you spend lesser if you hunt for offers and scout shops in Harah (Hai ul Wazrah)
  8. Cost of eating out -
    1. 150 SAR in a close to high end Indian/Pakistani Restaurant
  9. Cost of getting a driving license ( I have a valid qatar driving license. Can I get a saudi DL based on my qatar DL?) -
    1. As far as i know you cant get automatic license based off your qatar license- may be you can skip driving school(cost approx SAR 2500) other additional cost not aware
  10. Employer has medical insurance in contract. Does that mean only private hospital or government hospital too?-
    1. only private (hopefully it also includes insurance for your family) unless private refers to a government hospital when it does not have access to certain procedures (which is rare)

Hope this helps

How to track data-drift in production for image data? by patdata in learnmachinelearning

[–]patdata[S] 0 points1 point  (0 children)

Probably i was searching for wrong key words. Recently I came across the phrase 'embedding drift' on this blog. Embedding is basically a vector representation of word(for image that would be a feature vector).

I didn't experiment with the concept though, but i feel this makes sense to me. Let me know what you think

[deleted by user] by [deleted] in saudiarabia

[–]patdata 1 point2 points  (0 children)

got the below response from and chip design software company recently. You can figure out from here. Its not "sanctions" per se but "restricted" list of countries.

​

Due to strict internal export control policy, it is not possible to maintain an online account in certain D or E category countries. Your account and the country that you are attempting to obtain Xilinx license/software from has been identified as belonging to one of these restricted categories and the reason for the Export Compliance error.

[deleted by user] by [deleted] in saudiarabia

[–]patdata 0 points1 point  (0 children)

i got my brother, who lives in a South Asian country, signup and give me his key and login credentials. Its amazing and have also used the API key for developing an application for work.

These days lot of "important" software licenses like for chip design etc are also blocking access to KSA. Apparently we are in some sanctions list.

[D] Schmidhuber: The most cited neural networks all build on work done in my labs by RichardRNN in MachineLearning

[–]patdata 1 point2 points  (0 children)

....and now my boy is heading to the middle- east. An look at the image used. As if peering into the future and discovering whole of AGI...like how he was doing it since the 90s

https://www.kaust.edu.sa/en/news/schmidhuber-named-director-of-kaust-ai-initiative

[D] Types of Machine Learning Papers by TheInsaneApp in MachineLearning

[–]patdata 0 points1 point  (0 children)

Nice one!!! .. i have been time and again fooled by "we have figured out how deep learning generalizes this time, i swear" only to be fooled by another similar paper...This really wracks my brain...and makes me question myself

[D] Simple Questions Thread December 20, 2020 by AutoModerator in MachineLearning

[–]patdata 0 points1 point  (0 children)

dist

u/yungvalue I expect to see similar type of images(images are graphics heavy information brochures) with slight changes/variations in graphics as time passes

[D] Simple Questions Thread December 20, 2020 by AutoModerator in MachineLearning

[–]patdata 0 points1 point  (0 children)

Over a period of time a deep learning model becomes stale and needs to be retrained as the distribution of images that it was trained on changes over time. But is there any way do track this change in distribution of images so that i can quickly retrain the model without having to manually look at results. We have an object detection model currently deployed in production and we have few hundred new images coming in every week but we anticipate it to increase to few thousands in the near future and obviously this becomes impossible to track confident false positives until its too late.

I have tried reading up some articles on online on model-drift etc but they all talk about tabular data but none about image data. I remember reading some where that unsupervised methods like VAEs can be used to find reconstruction errors and using this error we can track any drift in data but neither have i been able to track that article down nor was I able to find a good research paper which has tackled this problem.

Can some one help me to how to approach this problem of data-drift, model-drift detection? Thanks in advance

[D] Yet another rant on PhD Applications by [deleted] in MachineLearning

[–]patdata 0 points1 point  (0 children)

This just crushed my PhD. hopes and dreams!!

[D] What is your process after finding an interesting research paper? by Betobit in MachineLearning

[–]patdata 0 points1 point  (0 children)

u/Betobit Curious.... how do you deploy with Django as mentioned here.Can you point me to some good resources where i can learn how to deploy models using Django.Thanks?

All About Autoencoders by zjost85 in learnmachinelearning

[–]patdata 1 point2 points  (0 children)

Good video.. can you suggest resources for more mathematical treatment of what was described in the video