Overview
Learn to build a sentiment classification model using BERT from the Transformers library by Hugging Face with PyTorch and Python in this comprehensive tutorial video. Explore the fundamentals of BERT, its applications, and how to fine-tune it for sentiment analysis on Google Play app reviews. Follow along as the instructor guides you through loading BERT using Hugging Face, creating a Sentiment Classifier with Transfer Learning, training the model, evaluating its performance, and predicting sentiment from raw text. Gain practical insights into Natural Language Processing, Deep Learning, and Transfer Learning techniques while working with cutting-edge tools and libraries.
Syllabus
What is BERT?
Notebook progress review
Load BERT using Hugging Face
Create a Sentiment Classifier using Transfer Learning and BERT
Training the model
Evaluation - how good our model is?
Predicting sentiment from raw text
Taught by
Venelin Valkov