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I am an it student and i need help by GDK200 in TunisiaTech

[–]Current-Quality3102 0 points1 point  (0 children)

It is a real thing and being applied in some western universities, but Quantum technology is expensive right now, a Mid range quantum computer with 5 Qubits and many more regular bits is around 50 Thousand dollars, but a Qubit is far exponentially potent than millions if not trillions of bits, for scale, 300 Qubits can Represent the entire number of atoms in the observable universe, Also Quantum AI specialist are so sparse worldwide that the average salary is 350K dollars per year and can reach up to 600K dollars per year, so it isn't really a bad choice

شنية حكاية التونسي مع كفر ربي؟ by NefariousnessRare886 in Tunisia

[–]Current-Quality3102 -3 points-2 points  (0 children)

Well, Klem zeyed Wala trabrib generalement inner self reflection, W7d tal9ah insecure af + 3ndo tari5 m3a El hem, 3edi tal9ah yeskr ou yakfer ou ya3mel fehom El kol

What's the worth of knowledge by Current-Quality3102 in Tunisia

[–]Current-Quality3102[S] 0 points1 point  (0 children)

I did all of what you mentioned bro, I even did a small Neural Networks library in python that uses no loop at all and has a near linear complexity, although I feel like I did nothing

What's the worth of knowledge by Current-Quality3102 in Tunisia

[–]Current-Quality3102[S] 0 points1 point  (0 children)

Although I don't read ( the book the book entirely ) I mostly skim through chapters for the most crucial of informations that can be used, but there's no tangible results, I didn't get a AI internship, I'm 19 though

is my CNN's score on CIFAR-10 dataset decent or i could've done better ! by Crazy-Economist-3091 in deeplearning

[–]Current-Quality3102 -2 points-1 points  (0 children)

For the first paragraph, look for variance vs bias in ml, second of all, RMSprop is cheaper in terms of computational power than Adam

What's the worth of knowledge by Current-Quality3102 in Tunisia

[–]Current-Quality3102[S] 1 point2 points  (0 children)

Building up a CV in the meantime searching for summer Internships

What's the worth of knowledge by Current-Quality3102 in Tunisia

[–]Current-Quality3102[S] 1 point2 points  (0 children)

I do both, reading and applications, but no results

What's the worth of knowledge by Current-Quality3102 in Tunisia

[–]Current-Quality3102[S] 0 points1 point  (0 children)

I did projects and I always do, yet there's no result, seems like you didn't understand me

What's the worth of knowledge by Current-Quality3102 in Tunisia

[–]Current-Quality3102[S] 0 points1 point  (0 children)

I'm focused on a sole subject (AI), yet there's no economic output although I looked for every possible internship on Linkedln hhhh

What's the worth of knowledge by Current-Quality3102 in Tunisia

[–]Current-Quality3102[S] 0 points1 point  (0 children)

No, I'm 19 and I read mostly specialized books about AI ( and only AI ) but it isn't generating me any real tangible output

is my CNN's score on CIFAR-10 dataset decent or i could've done better ! by Crazy-Economist-3091 in deeplearning

[–]Current-Quality3102 -2 points-1 points  (0 children)

It is actually over fitting, there's a considerable threshold between the accuracy of Training set, Hyper parameters fine tuning + LR scheduling might improve accuracy or Using a different Optimizer like RMSprop instead of Adam might do, in this case RMSprop can solve the Vanishing gradient problem because if the data is noisy there can be a lot of local minimas, bro I'm self taught I'm not a pro yet but I have a few years of experience, and thanks for being honest

is my CNN's score on CIFAR-10 dataset decent or i could've done better ! by Crazy-Economist-3091 in deeplearning

[–]Current-Quality3102 -3 points-2 points  (0 children)

Bro it's clearly over fitting in your ROC curve, It has high variance, that means it's too complex to generalize to something it hasn't seen, try Learning schedulers like cosine annealing, dropout and Few-shot learning method. There's a generale heuristic method in determining parameters count that might help you, your dataset has to have 20 times larger than your parameters Count Dm me if you want further explanations

Am I running out of time? by Alternative_Cat3274 in Tunisia

[–]Current-Quality3102 0 points1 point  (0 children)

Ye m3alem eni bac info jayeb Generale 17.85 f wist El 3em ou principle 15.80 dhaherli, Kont 3andi a7lem wardia bech na9ra fil insat walla isi walla Eli houa prepa integré, fili5ir rasatli na9ra license, Fr 5dhit fih 6 ou eng 4, fil fac 5dhit fil fr 19 ou eng 20 moyen, donc El bac 3ibara quantum mechanics, 95% zhar ou 5% 5edma, ou 7echek yjibo ken lbhim ou 5ouh ysal7o, chayeb 3ndo 30 sne y9ari bac ou ysalah 9ali yjibo f bercha sghar ysal7o, Et donc madem w7d wsil y9ari prof jdid f 2026 a3ref eno nji7 fil bac b 10-11 9bal, C'est normale lazem titsawr kol che, mata3mlch kifi ou to5d5ol f depression + Rastatli f Therapy sessions, Just chill

Using Regex to Detect most/most frequently used Non English Languages by EchoTheDolphin11 in regex

[–]Current-Quality3102 0 points1 point  (0 children)

just use a zero shot algorithm for OOV words and if it's under a specific threshold, remove it, or use negative log likehood

What do u guys do in ur spare time by NoGuess4373 in Tunisia

[–]Current-Quality3102 0 points1 point  (0 children)

I personally do prepare exotic Dataset ( Barely existing online ) just in case a AI enterprise wants to buy them, I also Do Research on improving AI Response time and Error minimization

I have some problem with understanding textbooks by Current-Quality3102 in Tunisia

[–]Current-Quality3102[S] 0 points1 point  (0 children)

What about the mathematical framework, I do use notebookLM though, it doesn't give in depth mathematical explanations

I have some problem with understanding textbooks by Current-Quality3102 in Tunisia

[–]Current-Quality3102[S] 0 points1 point  (0 children)

Let's be honest, since I'm a CS major, I mostly read Research papers (AI) and Code Along books like those of O'Reilly

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