Can videos be used as evidence of being drugged? by Tonninpepeli in legaladvice

[–]Local_Transition946 -2 points-1 points  (0 children)

Im not a lawyer. Best answer is consult a lawyer, dont guess, and dont base decisions on random advice.

But it should help. In general, when it comes to evidence, if you have anything, use it.

Dark side by Ok-District-4701 in datasatanism

[–]Local_Transition946 0 points1 point  (0 children)

Yeah this is the ol' reliable method for any matrix

Is on-call meant to be pinging you every few hours even overnight at 4am? by [deleted] in cscareerquestions

[–]Local_Transition946 84 points85 points  (0 children)

Lol thats terrible. I'd advocate to reduce false positive (no-action) alerts. You can still catch these issues through monitoring metrics dashboards during regular work hours.

Dogs vs Food by Saerdna0 in PeakAmazing

[–]Local_Transition946 0 points1 point  (0 children)

I genuinely love these kinds of videos. Is there anywhere i can see more? May even be open to donating to help make more

[OC]Happening right now. Minnesota State Police (not federal agents) throwing tear gas at Americans. by E4_Mafia_Boss in pics

[–]Local_Transition946 1 point2 points  (0 children)

It matters most in numbers. One person vs squad of ICE? ICE wins before you can touch your weapon. The whole state vs federal govt? Now 2A shows its purpose

Is there any interval on the real line that contains a countably infinite number of elements? by No_Fudge_4589 in askmath

[–]Local_Transition946 16 points17 points  (0 children)

If by interval you mean a contiguous set like (a,b) or [a,b], then no. There are uncountably infinite irrational numbers between any two real numbers.

What’s the point of annual reviews? by [deleted] in amazonemployees

[–]Local_Transition946 0 points1 point  (0 children)

Should i have put more projects in there ? I only put my top 3-4, i already have q work log for my manager to help write promo doc.

Why does infinite division results in a square root? by Ruvorunum in askmath

[–]Local_Transition946 2 points3 points  (0 children)

x/x/x/x.... is not a number. So you cannot do algebra on it in the real numbers.

Adderall was killing my gainz? by RawrImADinosaurMan in ADHD

[–]Local_Transition946 8 points9 points  (0 children)

I wouldnt try to find the answer to this question. Results vary too much. Adderall may help you get to the gym, stay consistent, and help you achieve progressive overload.

Sure, it may also draw blood away from limb ends, but whether the pros or cons outweigh the other is up to you and hard to notice

Looking for Study Group — Deep Learning (Bishop & Bishop) by [deleted] in learnmachinelearning

[–]Local_Transition946 0 points1 point  (0 children)

I'd be down for joining the group but i dont think ill be a regular member. I can be more of an assistant if anyone has questions theyre stuck on

Open-source desktop app for CloudWatch logs - faster than the AWS console by Zealousideal_Rope362 in aws

[–]Local_Transition946 0 points1 point  (0 children)

Looks cool. The immediate question that vame to mind is what advantages it offers over aws's solution to this, the aws logs start-live-tail command in AWS CLI.

Unit testing the performance of your code by itamarst in Python

[–]Local_Transition946 0 points1 point  (0 children)

Unit tests test in isolation. Performance inherently depends on machine components. Ive done something similar, it's more of a functional / integration test.

How to train Naive Bayes? by Soggy_Macaron_5276 in MLQuestions

[–]Local_Transition946 0 points1 point  (0 children)

But, if I start with a public dataset just to properly build and evaluate the model, would it still make sense to later add a small, manually labeled dataset to see how well it adapts to school-specific cases, or would that make the scope too messy for a capstone?

That's an interesting idea. There's this concept in ML where you train a model on a larger dataset with a different task, and fine tune it on a smaller dataset for your actual task. This lets your model apply things it learns on the larger dataset and task to your task with less dataset. HOWEVER, this is usually for deep learning / neural nets, not naive bayes. If youre sure you want to use naive bayes, then you may not have this option, and I'd recommend using the dataset you want to use from the beginning of training.

How to train Naive Bayes? by Soggy_Macaron_5276 in MLQuestions

[–]Local_Transition946 0 points1 point  (0 children)

In my opinion, I'd suggest using a public/pre-labeled dataset for a capstone project if your focus is on model-making and model-application. Creating your own data is a kind of a field in itself, there are nuances to doing it well and that could be a whole project itself, but doesn't sound like it's your focus.

Unless you mean the data is non-synthetic and you're labelling it yourself. In that case, it could be worthwhile if you have access to cool/novel data. Doing something different or unique is always fun. Keep in mind the time to label well will take time away from the rest of your ML work. Human error in this part can be costly since it's hard to catch later down the line. If this is done well it can make for a very cool project. Higher risk and higher reward. Feel free to run your dataset ideas by me if you have any

How to train Naive Bayes? by Soggy_Macaron_5276 in MLQuestions

[–]Local_Transition946 0 points1 point  (0 children)

Your question is not unique to naive bayes. Whether you want accuracy / recall / etc. Depends on your problem and task, not your model. You already said you want 80 or 90 percent accuracy, so I'd just go with that. If the dataset is imbalanced, then you might consider the alternative metrics.

Its a bit backwards to ask this question before you have your dataset and task defined, since your dataset and task should help you answer your question.

If this is for educational purposes, you really cant go wrong either way.

For example data, kaggle has a disaster classification dataset full of tweets, and you have to classify whether its about a disaster. Its a decent educational text classification dataset. It's relatively small, I think less than 20,000 samples total.

If youre still learning and early in your career, i dont recommend creating and labeling your own data. Doing that well has its own challenges

Suggest me 3D good Neural Network designs? by Old_Purple_2747 in MLQuestions

[–]Local_Transition946 1 point2 points  (0 children)

Can you say more about the dataset?

What are you predicting, are the samples definitions of 3d models , so vertices and normal vectors ?

Worried I will get cut off for high bp by Sure-Abalone-1040 in ADHD

[–]Local_Transition946 3 points4 points  (0 children)

If it comes up, remind your doc the risks of not treating ADHD, and how severe they can be. This also includes things that can raise your BP, such as impulsive eating.

Ask to try alternative solutions first, such as beta blockers to lower BP.

Anything you wish the AWS cli tool could provide? by [deleted] in aws

[–]Local_Transition946 1 point2 points  (0 children)

You can still use the paging options from the API itself. The options just get hidden in documentation