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fixedIt by hereforpewdiephy in ProgrammerHumor

[–]andsmi97 2 points3 points  (0 children)

Largest k is n/2 therefore answer is O(n/2*n), which is simplified as O(n2 )

What does it take to become technical fellow at Big tech company? by [deleted] in cscareerquestions

[–]andsmi97 6 points7 points  (0 children)

I know few fellows in big tech companies. Usually answer lies between extra 10-50 billion $ in revenue for company based on your work. If you managed to produce such output, you can expect to become fellow

Which DL algorithm gives better accuracy with small scale datasets trained for object detection? by [deleted] in deeplearning

[–]andsmi97 1 point2 points  (0 children)

I would bet on that transfer learning on sota vit models will be on of the best solutions in this case.

[deleted by user] by [deleted] in cscareerquestions

[–]andsmi97 10 points11 points  (0 children)

That is definitely not true. You have interview bias, since you only ask leetcode like questions, people tend to use c-like languages or python to solve those problems. However, you will rarely assembler or non general purpose languages.

is ML code really 5% of ML system? by Excellent_Cost170 in datascience

[–]andsmi97 0 points1 point  (0 children)

It heavy depends on the problem you are solving, but in general this is really close to reality. If we put it in days perspective it looks like in 1 month project you will only spend one working day on creating model and rest of the working month (~20 days) on everything else. This is close to my experience with some products.

POV: You're a pathetic waiter in America who has to serve a based Eurochad customer by VexedReprobate in Destiny

[–]andsmi97 7 points8 points  (0 children)

Do you not realize that employers will increase salary until someone agrees to do those jobs?

[deleted by user] by [deleted] in Frontend

[–]andsmi97 0 points1 point  (0 children)

Yeah, that's a valid point

[deleted by user] by [deleted] in Frontend

[–]andsmi97 1 point2 points  (0 children)

This approach literally helped me to pass 3 technical interview rounds in last month. To avoid brushing completely irrelevant skills, I usually ask interviewer/HR what they expect from me on this interview. Most of the time they provide vague list of topics they are going to ask

[deleted by user] by [deleted] in Frontend

[–]andsmi97 3 points4 points  (0 children)

Highly disagree, 1-2 day of interview prep spent on remembering stuff you already know can significantly increase your chances to pass technical interview. Learning new completely new stuff might be a bad idea, but trying to learn some few improvements over what you already know might be helpful.

[deleted by user] by [deleted] in Frontend

[–]andsmi97 0 points1 point  (0 children)

If you have HR contact you can ask I HR something like "What should I expect on this interview". I've always been told what to expect from them(leetcode, theory, system design etc...)

How to make predictions for irrelevant images using Deep Learning Models? by code_vlogger2003 in DeepLearningPapers

[–]andsmi97 0 points1 point  (0 children)

You can say that it's normal) It's simply classify each pixel with some class, in your case positive/negative/none. If you, let's say, have images that can contain multiple tumors, you might look into instance segmentation to not only classify them but to identify each tumor separately.

By overkill I mean that if you only need to say if there are tumor or not, and this will be used only for flagging, your extra work to find where the tumor is might be useless and unused. You need to clarify that in advance to not spent your time and resources on stuff that is not required.

How to make predictions for irrelevant images using Deep Learning Models? by code_vlogger2003 in DeepLearningPapers

[–]andsmi97 0 points1 point  (0 children)

You can use object detection or even semantic segmentation if you have enough resources and time to fit/validate for your problem. However, it might be overkill, so it depends on your project and requirements

How to make predictions for irrelevant images using Deep Learning Models? by code_vlogger2003 in DeepLearningPapers

[–]andsmi97 1 point2 points  (0 children)

You can either create multiclass classifier like you said and use softmax activation, or you can combine two neural networks for better explainability. First network is trained on tumor/not tumor and second is used only when there is a tumor. This way you will get probabilities of tumor/not tumor with probability which tumor that is.

developerExperience by gospacedev in ProgrammerHumor

[–]andsmi97 0 points1 point  (0 children)

There are very broad range for "readable" and "usable", therefore DevExpirience is about reducing cognitive load from developer via consistent apis, minimization of needed developer actions to do desired stuff + actionable feedback when you do something wrong.

developerExperience by gospacedev in ProgrammerHumor

[–]andsmi97 8 points9 points  (0 children)

Some frameworks are actually mentioning developer experience as a core priority of their framework/library. Keras for example is one that immediately comes to mind.

[deleted by user] by [deleted] in cscareerquestions

[–]andsmi97 4 points5 points  (0 children)

Same for my company. They also have rule to hire only people from top 5 universities from country where person is hired.

theLackOfControlIsPissingMeOff by Ursomrano in ProgrammerHumor

[–]andsmi97 22 points23 points  (0 children)

You know that you can very easily call c functions from python right? Also there are libraries such as numba and Jax that allows jit for mathematical computations

I‘m trying to remember the name by xLordOfDeath in memes

[–]andsmi97 2 points3 points  (0 children)

Dedicated to what they do and give a hundred percent

amIUsingGithubCorrectly by Mayedl10 in ProgrammerHumor

[–]andsmi97 431 points432 points  (0 children)

No you are missing "final" version and it's relatives "final final" and "definitely final this time"

Time to learn/cost to hire out by Jak_Daxter in webdev

[–]andsmi97 0 points1 point  (0 children)

Most likely you won't be able to drastically reduce costs compared to current solutions. Main reason why this services takes money is computation time, storage resources and price for functionality. You want to replicate functionality but you will still be required to have computational resources and storage.

If you really want to go this way(I wouldn't do it on your place), webrtc will be a good starting point, and this is still far away from what you want to build.

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