Blog
Soft skill - +1 mindset
Recently I reflected on my professional career on things that I have done differently earlier on in my career versus now.
Things they didn’t teach you in software engineering
Whenever you feel disillusioned about the mismatch in promises between what you were taught in university/bootcamp versus what you actually worked on in a job.
State of DS Survey by Anaconda - Skill Gaps
According to the State of Data Science survey done by Anaconda, the top 5 most important skill gaps in data science are:
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?
MLU-Explain : Visual explanation of ML concepts
A very cool website from Amazon that explains various machine learning concepts using interactive and visual essays.
ML system design - problem definition & consulting
I recently started reading the excellent book called Designing Machine Learning Systems by Chip Huyen.