Multi-label text classification
Building a multi-label text classifier with imbalanced classes
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.
Favorite Jupyter Notebook Settings
Customizations to make the Jupyter Notebook experience much better.