A Great Mentor Notes
“If you think about the most valuable advice I’ve ever gotten from a mentor, it was this: if you’re going to be a coach in any capacity, just make a commitment. Because it takes a lot of work to be good at something you love. You can learn a lot ... Read More
QuantumStat: NLP on Steroids
Introduction Anather post related to NLP and transfer-learning paradigm. Since at least in the after-BERT era it is not preferable to train your own model for anything related to NLP, the normal way of doing things is: Find a model that is already fine-tuned for your purpose, and Use it, ... Read More
Zero-Shot Text Classification
Introduction: The stone-age AI Era In the beginning, in the AI stone-age era, you take several thousands of observations and train an old-style fully-connected neural network, And, if you were happy, you would have something useful. That time of training our own neural networks is done a long time ago, ... Read More
Can AI Be Explained – Should This Be Questioned?
Introduction Can AI be explainable? I seriously doubt 100% AI explainability. Maximum we can expect is to be understood as much as human expert opinion is. And the latter is far from 100% explainable. Let me explain. ML and AI, in general, are taking over more and more activities that ... Read More
HuggingFace Impresses Again. No Need for Fine-Tuning.
With the latest HuggingFace BERT based transformers, it is possible to implement text classification against arbitrarily chosen set of categories. ... Read More
When Humans are Bored
In the absence of something cool I could find on the Internet about AI, I’m sharing with you BoredHumans.com. Enjoy 🙂 ... Read More
History Lessons From Parallel Universes
Few fictction history lessons, autogenerated by GPT-2. ... Read More
Good Example How to Use AI on The Right Way
Example how to implement reliable AI on the correct way. ... Read More
