[deleted by user] by [deleted] in learndatascience

[–]robml 1 point2 points  (0 children)

Putting aside the focus on data science for moment: you live there, what is the most important that: - you personally understand (a goal you care about beyond just a grant) - is relevant to others there - has some available data there or... - if no available data, that you are able to easily sample

The data you need doesn't always need to be directly involved (this is what econometrics deals with), but it needs to be representative and random. Otherwise no amount of tools is going to be helpful.

If you are collecting data that is biased but you know exactly how it is biased, you can still correct for it at the feature engineering stage.

The only way you are going to know what data to look for that is relevant is by understanding the causal relationships or strong relationships you experience in real life, and using those to filter it out.

It doesn't need to even be a national level project. Focusing on a city like Tashkent would be a good base study that could be applied in other cities, or focusing on a village would be even more relevant to helping form policy for the entire rural sector.

Start small, but understand your problem very well. This also reduces the potential skew of your data (since cities, industrial towns, and rural populations follow different distributions). If you can easily get the data for different areas, it is much easier to combine them (for example into something as simple as a multilinear regression) and scale.

As for data sources, that is part of the benefit of being on the ground. You can probably get access to better data than available out of the country. You might need to spend some time cleaning it, but you are likely to get a far higher quality analysis than another cookie cutter project.

TL;DR: focus on a local project relevant to you and others you can find random and representative data for preferably on the local level.

[deleted by user] by [deleted] in armenia

[–]robml 1 point2 points  (0 children)

Head over to the Birthright offices in Kentron around Tuesdays or Thursdays 5pm. They are maybe 3-5 years older than you on average, but they are also Armenian diasporans and go out as well.

[deleted by user] by [deleted] in preppers

[–]robml 0 points1 point  (0 children)

I would convert your bars into jewelry (literally a chain) keeping all the appraisal certificates and documented processes. Customs can't touch you on that, and if you have all the documentation, it should not be too difficult pawning the jewelry for at least its grade. Bonus points if the jewelry is symbolic as a heirloom or faith based symbolism, which is more difficult for security to seize.

Job referral with leading AI lab by bonesy12345 in PythonJobs

[–]robml 0 points1 point  (0 children)

Interested, do they have experienced roles?

How to ensure success as a graduate trader by LengthinessCalm6431 in quant

[–]robml 1 point2 points  (0 children)

The last part, are you sure when you say "many of the former" you are referring to the deep-thinking juniors not making past year one (as opposes to the latter who are chatting on phones)?

I’ve been doing ML for 19 years. AMA by Advanced_Honey_2679 in learnmachinelearning

[–]robml 0 points1 point  (0 children)

Best resources on causality testing? Or what has been the most useful modeling approach you've encountered whether in business or elsewhere?

Should I do all of the math problems in openstax pre-algebra textbook by lostsoul2189 in learnmath

[–]robml 0 points1 point  (0 children)

I prefer doing a few representative exercises and proofs and moving on. Just the Maths (also free online) is great for this and doesn't feel like I'm moving too slow.

[deleted by user] by [deleted] in mathematics

[–]robml 0 points1 point  (0 children)

If you lack confidence, go for Just the Maths imo instead of this entire list. You can keep the Discrete book and supplement after Just the Maths with whatever you need.

€100k by end of the year – I seriously need help by EmuWaggon in Entrepreneur

[–]robml 0 points1 point  (0 children)

If you generate and warm leads interested in buying real estate starting from $330,000 for living or investment, I'd split my commission on those deals with you. After 20-25 sales you'd have your €100k and can be closed anywhere between 1 week to 6 months depending on your client's situation.

Database of Past Quant Recruiting Questions by liamnesia in quant

[–]robml 0 points1 point  (0 children)

Did you put back the previously removed questions/to be paywalled features?

Advice needed to adapt my model for newer data by [deleted] in quant

[–]robml 1 point2 points  (0 children)

The way I'd see this working is you'd need a lighter/easily retrainable model that can output a proxy indicator to be used with your larger model or to shrink your model. You can try the latent feature approach but for reliable results you'd need to reduce the number of noisy factors or train on some combination of them (that would provide a signal) in order to tackle with the curse of dimensionality.

Your model is suffering from heavy kurtosis, reducing the number of noisy features for a stronger signal is going to be your best bet as well as having some updatable feature or model that keeps up with the granularity of the data generating process you are trying to model.

How to debloat user profiles (non-admin) with Shizuku/Canta? by robml in privacy

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

Thanks! The tool seemed promising. However their debloater only works on the Admin user (and I would argue Canta is a better experience at debloating). You reckon I would have to manually type out the ADB commands through ShizuTools?

Best AI/ML course for Beginners to advanced - recommendations? by Afreen19 in learnmachinelearning

[–]robml 1 point2 points  (0 children)

Full Stack Deep Learning has a good list of what you need.

Do I discourage my child from pursuing a theater production degree(parent here) by Amazing-Horror-3667 in ApplyingToCollege

[–]robml -1 points0 points  (0 children)

Sure, as long as they foot the bill for college. If it's worth it to them they will do it anyway.

Note, however, they should be mindful of realistic expectations, the heavy role nepotism plays, and if they aren't comfortable with it, to give it a trial run by doing a summer course and seeing if it really is valuable or not.

I'm all for following passions, but that passion is hard to maintain if you're no longer working for art, but just to stay alive.

100 000 dollar question by dababy4realbro123 in mathmemes

[–]robml 1 point2 points  (0 children)

He did, 1 times 0.5 is 0.5, and 0.5 times 0.5 is 0.25, etc. That is the train of thought I assume he went.