Скачать с ютуб Text Preprocessing | Sentiment Analysis with BERT using huggingface, PyTorch and Python Tutorial в хорошем качестве

Text Preprocessing | Sentiment Analysis with BERT using huggingface, PyTorch and Python Tutorial

🔔 Subscribe: http://bit.ly/venelin-subscribe 📖 Get SH*T Done with PyTorch Book: https://bit.ly/gtd-with-pytorch 📔 Complete tutorial + notebook: https://www.curiousily.com/posts/sent... 🗓️ 1:1 Consultation Session With Me: https://calendly.com/venelin-valkov/c... 🔣 GitHub: https://github.com/curiousily/Getting... Learn how to preprocess raw text data using the huggingface BertTokenizer and create a PyTorch dataset. We'll look into adding special tokens, padding to fixed-length sequences and creating attention masks. 📖 Read Hacker's Guide to Machine Learning with Python: http://bit.ly/Hackers-Guide-to-Machin... ⭐️ Tutorial Contents ⭐️ (00:00) Introduction (02:18) Notebook setup (03:36) Data exploration (11:07) Data preprocessing - tokenization, padding & attention mask (26:55) Choosing maximum sequence length (29:34) Create PyTorch dataset (33:47) Splitting the data into train, validation, and test sets (35:13) Creating data loaders #BERT #Huggingface #PyTorch #SentimentAnalysis #TextPreprocessing #NLP #Tokenizer