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

Build a sentiment classification model using BERT from the Transformers library by Hugging Face with PyTorch and Python. Learn more about what BERT is, how to use it, and fine-tune it for sentiment analysis on Google Play app reviews. How good will your model be? Discord: discord.gg/UaNPxVD6tv 🔔 Subscribe: bit.ly/venelin-subscribe 📖 Get SH*T Done with PyTorch Book: bit.ly/gtd-with-pytorch 📔 Complete tutorial + notebook: www.curiousily.com/posts/sentiment-analysis-with-b… 🗓️ 1:1 Consultation Session With Me: calendly.com/venelin-valkov/consulting 🔣 GitHub: github.com/curiousily/Getting-Things-Done-with-Pyt… 📖 Read Hacker's Guide to Machine Learning with Python Book: bit.ly/Hackers-Guide-to-Machine-Learning-with-Pyth… ⭐️ Tutorial Contents ⭐️ (00:00) What is BERT? (11:47) Notebook progress review (14:05) Load BERT using Hugging Face (17:43) Create a Sentiment Classifier using Transfer Learning and BERT (24:15) Training the model (44:15) Evaluation - how good our model is? (57:10) Predicting sentiment from raw text #BERT #Huggingface #Transformer #PyTorch #TransferLearning #SentimentAnalysis #NLP #FineTuning #DeepLearning

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• #machine_learning
• #artificial_intelligence
• #data_science
• #python
• #bert
• #sentiment_analysis
• #huggingface
• #pytorch
• #nlp
• #dataset
• #google_play
• #apps
• #user_reviews
• #pandas
• #tokenizer
• #preprocessing