Courses
Machine Learning
By Andrew Ng
Deep Learning Specialisation
By Andrew Ng
NLP with Deep Learning
By Chris Manning
Practical Deep Learning
By Jeremy Howard
The Python Tutorial
By Python.org
Linear Algebra
by MIT Prof. Gilbert Strang
Linear Algebra
By Khan Academy
Statistics and Probability
By Khan Academy
- Attention Is All You Need - Transformers
- BERT - Pre-training of Deep Bidirectional Transformers for Language Understanding
- Transfer Learning with a Unified Text-to-Text Transfer Transformer (T5)
- Movement Pruning - Adaptive Sparsity by Fine-Tuning
- TAPAS - Weakly Supervised Table Parsing via Pre-training
- BERT for Extractive Text Summarization on Lectures
- Summarization with Pointer-Generator Networks