merve Profile picture
28 Dec, 12 tweets, 4 min read
I’ve refined awesome repo on competitive programming for my algorithms class exam, and I’m also planning to start competitive programming so here’s a thread on nice resources I’ve found 🧵
This books gives nice intuitions on competitive programming problems, like dynamic programming, graph theory, search and sorting: cses.fi/book/book.pdf#… 10/10
A quora thread that elaborates on data structures and algorithms: quora.com/What-is-a-list…
suggestion from my data structures and algorithms professor, it includes many tutorials and exercises: topcoder.com/community/comp…
Geeks for Geeks but algorithms compiled in a page: geeksforgeeks.org/fundamentals-o… (I’d give it 9/10, explanation on quick sort kinda confused me)
princeton's data structures cheatsheet: algs4.cs.princeton.edu/cheatsheet/
few youtube channels that I've found useful:
Gaurav Sen: youtube.com/channel/UCRPMA…
CS Dojo: youtube.com/channel/UCxX9w…
Tushar Roy: youtube.com/channel/UCZLJf…
Hackerrank:
Stanford University's CS97SI Introduction to Programming Contests class resources: web.stanford.edu/class/cs97si/
Tech Interview Handbook: yangshun.github.io/tech-interview… (I'd give this 10/10)
Govt of Brazil openly shares pdf of the best book on interviews, Cracking the Coding Interview: cin.ufpe.br/~fbma/Crack/Cr…
finally, "awesome" repo on competitive programming (also including interviews, data structures and algorithms) github.com/lnishan/awesom…

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More from @mervenoyann

27 Dec
unpopular opinion: it’s annoying how people say “you don’t need math and stats to apply ML” if you have a decent job that applies ML/AI you’ll see you’ll sometimes need tailored solutions for industrial problems
I don’t want to gatekeep on non-STEM people. My partner is an ML engineer who has a business administration BA but he has taken calculus and CS classes willingly and he has better understanding than me in math and algorithms mostly (he’s hanging out in hackerrank for instance)
grab a book, read source code, read documentation, don’t trust someone else’s code/blog post/tutorial. someone else’s blog post/tutorial is a good starting point but they will not get you to fully comprehend things, they’ll simply give you a nice intuition.
Read 10 tweets
8 Aug
son zamanlarda çok popüler olan GPT-3 nedir, ne değildir, developer'ların yerini alabilir mi flood'ı 👇🏽
"GPT-3 few shot learning kullanan, otoregresif bir dil modelidir"
dil modeli: yan yana gelen bir dizi kelimenin anlamlı olup olmadığının ya da insan tarafından söylenip söylenmediğinin olasılığını veren istatistiki bir model
P("çocuklar şekeri sever") > P("şeker çocukları sever")
few shot learning: şimdiye kadar dil modelleri hep kocaman bir öneğitimli modelin, kullanılmak istenen görevin veri setinde ince ayar çekilmesiyle elde ediliyordu, few shot learning'de ise kocaman bir veri seti yerine göreve dair bir iki örnek modele veriliyor
Read 10 tweets
15 Feb
son zamanlarda böyle mesajlar almaya başladım, kocccaman bir alanda çalıştığımız için kimse nereden başlayacağını bilmiyor, ben de bir alex olduğumu düşünmüyorum yaşım itibariyle ama bir FAQ flood’ı oluşturayım dedim, belki buradan da sormak isteyenlere ışık olur.
bu alan hem teorik hem pratik bir alan, matematik ve istatistik sevmiyorsanız derine indikçe soğursunuz. herkese önce deeplearning.ai’in kursunu bitirmesini öneriyorum genelde.
her şeyi bilmek zorunda değilsiniz, çalışmak istediğiniz alana yoğunlaşın. ben computer vision’ı yeni yeni öğreniyorum çünkü doğal dil işleme ve forecasting üzerine çalışıyordum hep.
Read 9 tweets

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