ABOUT THE INSTRUCTOR
- Machine Learning Applied Scientist at a leading E-commerce company in the world
- Has worked as a Machine Learning Reseach Intern across multiple countries
- Alumni of IIT Kharagpur
The heavy-weight BERT model for classification
- Sample code and notebook for running BERT model
- Classify sentiment of movie reviews
- Make it work on a dataset of our choice
- What is BERT?
- What is a Transformer?
- Using the HuggingFace library
- Understanding imdb movie reviews
28th June (5:00-6:30 PM IST)
Using BERT for Masked Language Modeling
- What is pre-training?
- Sample code and notebook for pretraining
- How to pre-train by the MLM objective
- Then use this pre-trained model for fine-tuning on classification task
4th July (5:00-7:00 PM IST)
Advanced Deep Learning
- How to do out of the box summarization, translation?
- BERT and its other variants