Classifying Sentiment of Reviews using BERT (NLP)
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- Introduction
- Building Blocks:Encoder
- Building Blocks:Self-Attention
- Building Blocks:Positional Encoding
- Building Blocks:Residuals
- Building Blocks:Decoder
- Getting it Together: Classification
Section 2: Introduction to BERT
- Overview
- Use Cases Solved by BERT
- Transfer Learning with BERT
- Task-Specific Transformations
Section 3: Classifying Sentiment of Reviews using BERT (NLP) (Code Demo)
- Setup Environment and Import Data
- Preprocess Data for BERT
- Split into train-validation-test sets
- Initialize Dataloader
- Train Model
- Initialize Model
- Plot Training and Validation Losses
- Examine Results
- Save Model