Back to: Private: NLP with Deep Learning

Python Review

Back to: Private: NLP with Deep Learning

Python Review

https://youtu.be/nBor4jfWetQ?si=OQ23JyVj0D8yCZbL

Week 1

Word Vectors

Word Vectors and Language Models

Python Review

Week 2

Backpropagation and Neural Network

Dependency Parsing

PyTorch Tutorial

Week 3

Recurrent Neural Networks

Seq to Seq Models and Machine Translation

Week 4

Final Projects and LLM intro

Transformers

Week 5

Pretraining

Post-training

Hugging Face Transformers Tutorial

Week 6

Benchmarking and Evaluation

Efficient Neural Network Training

Speech Brain-Computer Interface

Reasoning and Agents

Week 8

Life after DPO

ConvNets for NLP and Tree Recursive Neural Networks

Week 9

An Introduction to Responsible NLP

NLP, linguistics, and philosophy

Back To Course

Week 1▼