#machine-learning
Rocket League reinforcement learning-trained bot
As a passionate gamer, I have been reading about the Rocket League Nexto cheat situation with keen interest…
Timeline of LLM
"Classic quant signals might work, but you can’t explain them; ChatGPT might not work, but it can explain itself.
Delegating to chatGPT & Stable Difussion
This week, I am jumping on the bandwagon by delegating the task of creating my LinkedIn post to chatGPT (for text) and Stable Diffusion (for image) with the following prompts.
Illustrated stable diffusion from Jay Alammar
If you are interested in knowing how Stable Diffusion generates amazing AI arts, but are put off by the steep technical details,
Short review of Designing Machine Learning System
I have finally finished “Designing Machine Learning Systems” after a few weekends of focus reading. It is one of the rare technical books that I finished in its entirety, and I…
Automatic speech recognition - Whisper OpenAI
Whisper is a recently released transformer-based automatic speech recognition (ASR) model from OpenAI.
Data versioning
“Data versioning is like flossing. Everyone agrees it’s a good thing to do, but few do it.” Chip Huyen, Designing Machine Learning Systems
Concept drift vs data drift vs covariate drift
Do you always get confused among concept drift vs data drift vs covariate drift like me?
ML system design - problem definition & consulting
I recently started reading the excellent book called Designing Machine Learning Systems by Chip Huyen.
Comparing Time Series Machine Learning Libraries
I have tested and reviewed a few Python packages for time-series data analysis, mostly on forecasting. Most of these packages are one-stop shop machine learning packages, with some…