Deploy with FastAPI | | Sentiment Analysis with BERT using huggingface, PyTorch and Python Tutorial

🗓️ 1:1 Consultation Session With Me: calendly.com/venelin-valkov/consulting 📖 Get SH*T Done with PyTorch Book: bit.ly/gtd-with-pytorch 🔔 Subscribe: bit.ly/venelin-subscribe 📔 Complete tutorial + notebook: www.curiousily.com/posts/deploy-bert-for-sentiment… 🔣 GitHub: github.com/curiousily/Getting-Things-Done-with-Pyt… Learn how to deploy a pre-trained BERT model as a REST API using FastAPI and Uvicorn 📖 Read Hacker's Guide to Machine Learning with Python Book: bit.ly/Hackers-Guide-to-Machine-Learning-with-Pyth… Full project on GitHub: github.com/curiousily/Deploy-BERT-for-Sentiment-An… ⭐️ Tutorial Contents ⭐️ (00:00) Demo of the REST API (02:20) Initialize a new project with pyenv and pipenv (07:55) Create a stubbed API response (17:30) Add the pre-trained BERT model to our project (19:35) Reacting to a 4.5 (on the Richter scale) earthquake 🙀 (30:05) Integrate our model predictions in the REST API #BERT #RestAPI #FastAPI #Deployment #ML #MachineLearning #Huggingface #Transformer #PyTorch #TransferLearning #SentimentAnalysis #NLP #FineTuning #DeepLearning

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