The purpose of this repository is to consolidate all my talks and lessons in one place. Alongside video recordings (when available) this will also contain all notebooks, additional Python files, media, and other information that one needs to learn from the talks.
The following are links to my recorded talks and lessons on YouTube:
The following are links to resources for sessions hosted:
| Date | Link | Description |
|---|---|---|
| 19th March 2023 | A guide to ML Workflows with JAX | A talk at TFUG Kolkata about Machine Learning Workflows with JAX with Aritra and Soumik, covering the nitty gritties of using JAX for your ML projects |
| 3rd August 2023 | Intro to Machine Learning | A concise introduction to Machine Learning with Tensorflow covering the fundamentals, possibilities and ideas meant for students from the STEM community |
| 5th August 2023 | Keras The Lego Framework of ML | A session on the overview and future of Keras in the modern day ML landscape, the lego like features it offers and how that significantly boosts your ML workflows co presented with Aritra |
| 27th August 2023 | The Keras Philosophy | A talk about the how, why and what of Keras and also the future of Keras in the newly published Keras Core |
| 10th February 2024 | Open Generative Fill | A talk about hacking GenerativeFill with Open Source tools like Segment Anything Model, OWLv2, BLIP and SDXL, this was done in collaboration with Aritra and is an ongoing project |