Multi-label text classification

Building a multi-label text classifier with imbalanced classes

Prof. Winstons "How to Speak"

MIT Director

t-distributed Stochastic Neighbor Embedding says "what"

How t-SNE works and a quick interactive visualization with TF-IDF text vectors

Safer model formats and interop

Preferred model formats and how to convert them to an older format if you're in a pinch

Mining word collocations

How can you extract common jargon and phrases from your text data?

Notebook Automation in the Cloud

Scheduling Jupyter (SageMaker) Notebooks on AWS with full customizability.

Science Talk: Generative LLMs

LLM101 Talk Delivered to 70+ audience.

Kernel Density Estimation

A bit on KDE and some lesser known settings.