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

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📔 Complete tutorial + notebook: https://www.curiousily.com/posts/deploy-bert-for-sentiment-analysis-as-rest-api-using-pytorch-transformers-by-hugging-face-and-fastapi/
🔣 GitHub: https://github.com/curiousily/Getting-Things-Done-with-Pytorch

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: http://bit.ly/Hackers-Guide-to-Machine-Learning-with-Python

Full project on GitHub: https://github.com/curiousily/Deploy-BERT-for-Sentiment-Analysis-with-FastAPI

⭐️ 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

Видео Deploy with FastAPI | | Sentiment Analysis with BERT using huggingface, PyTorch and Python Tutorial канала Venelin Valkov