Transformers for Natural Language Processing

Course Introduction

1 Lesson

Basics of Transformers

6 Lessons

Architecture of the Transformer Model

14 Lessons

Fine-Tuning BERT Models

8 Lessons

Pretraining a RoBERTa Model from Scratch

5 Lessons

Downstream NLP Tasks with Transformers

10 Lessons

Machine Translation with the Transformer

10 Lessons

The Rise of Transformers with GPT-3 Engines

10 Lessons

Applying Transformers for AI Text Summarization

9 Lessons

Matching Tokenizers and Datasets

6 Lessons

Semantic Role Labeling with BERT-Based Transformers

7 Lessons

Your Data Speaks: Story, Questions, and Answers

9 Lessons

Detecting Customer Emotions to Make Predictions

7 Lessons

Analyzing Fake News with Transformers

7 Lessons

Interpreting Black Box Transformer Models

8 Lessons

From NLP to Task-Agnostic Transfomer Models

7 Lessons

The Emergence of Transformer-Driven Copilots

8 Lessons

Conclusion

1 Lesson

Appendix

4 Lessons