Milana Shkhanukova100 NLP Questions & ANSWERS| Attention partToday we are going to cover probably one of the most important parts for an interview: attention mechanism.6d ago6d ago
Milana Shkhanukova100 NLP questions & ANSWERS | RNN| LSTM| GRU partToday we will cover the questions regarding the RNN and LSTM.Sep 11Sep 11
Milana ShkhanukovaIs Wav2Vec an autoencoder?Preamble: Essentially, self-supervised learning helps us understand the nature of a subject. For text, this includes semantics, syntax, and…Sep 21Sep 21
Milana Shkhanukova100 NLP questions & ANSWERS | METRICS partToday we are gonna answer to 7 tricky questions about metrics in NLP. Check out the answers in Notion Page. There you can find more code…May 5May 5
Milana ShkhanukovaHow to train big models when you’re GPU poor?- If we fine-tune this pretrained bert, we will boost our results! But we are poor and don’t have enough gpu… I always run into cuda out of…Apr 22Apr 22
Milana Shkhanukova100 NLP questions & ANSWERS | CLASSIC NLP partToday I will share the answers to the part called “CLASSIC NLP”, one of the first from the list 100 questions in NLP.Apr 211Apr 211
Milana ShkhanukovaPOLARS — better than pandas, but why?Often, very often I work with CSV files and even with Excel (it’s a whole story that definitely tested my patience).Apr 16Apr 16
Milana ShkhanukovaNeuroTalk — read you imaginationBouncing around the nature EEG article, thanks to the Wikipedia effect, I stumbled upon “Towards Voice Reconstruction from EEG during…Apr 16Apr 16
Milana ShkhanukovaMixture of Depths, insightspaper link - https://arxiv.org/abs/2404.02258Apr 16Apr 16
Milana Shkhanukova100 NLP interview questionsOne of the cool honed skills is asking questions. Not knowing the answer is not bad; it’s bad not even to Google it. Before the interview…Dec 31, 20233Dec 31, 20233