As a practitioner, I found myself nodding in agreement again and again and again.
This blog post is full of the kind of real-world knowledge and how-to details that are not taught in books and often take endless hours to learn the hard way.
If you're interested in deep learning, do yourself a favor and go read this.
I agree. I have been using machine learning since the 1980s and deep learning for the last 4 years. This is great advice that I have both bookmarked and made into a PDF to store away in my searchable collection of research material.
Karpathy is amazing. I have had so much ‘mileage’ on two projects out of his unreasonable effectiveness of RNNs article.
This blog post is full of the kind of real-world knowledge and how-to details that are not taught in books and often take endless hours to learn the hard way.
If you're interested in deep learning, do yourself a favor and go read this.
It is worth its weight in gold.