Over the years, I’ve experimented with countless ways to share knowledge. I’ve taught formal classes, conducted workshops, 1:1 mentoring, experimented with online courses during the recent pandemic and now, blogging. Writing is my latest experiment in this journey.

Some time ago “The Bitter Lesson” web page went down for some reasons. This is a verbatim copy of this valuable lesson for all ML community.

In a recent tweet, Pytorch announced that they will no longer publish packages to Anaconda.
Below is an alternative that works, for now.

Organizations adopting Tilebox find their scientists focused on algorithms while their infrastructure teams efficiently manage resources and costs. How is this possible?

LLMs are quite powerful and can solve a wide range of problems! Employing them is easy but assessing their performance in production is still a hard problem.
An overconfident model can ruin your business faster than a low performer.

Read on for an approach. Live demo!!!

Data augmentation is a technique used to increase the diversity of data available for training models. Until recently, managing both mask and bounding box augmentations simultaneously with the same parameters was challenging in torchvision. Starting with v0.15 torchvision added more streamlined and flexible augmentation capabilities that are easier to use and more consistent with the…