What is AI?
An Applied Mathematician's Attempt at a Rigorous Answer.
Nov 2, 20254 min read14
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#deep-learning
Articles tagged with #deep-learning
From "It Works" to "Why It Works": A Call for Deeper Understanding in Data Science
A Deep Dive in Using Convolutional Neural Networks
Oct 5, 20254 min read10
Building Intuition for Convolutional Neural Networks
The motivation behind Convolutional Neural Networks (CNNs) comes from the inability of traditional dense neural networks to perform well on image classification tasks. Why is that? A dense network, also known as a fully-connected network, treats an i...
Aug 24, 20258 min read95
Uncovering Semantic Relationships with the Universal Sentence Encoder
As the amount of text data we interact with on a daily basis continues to grow, the ability to quickly identify meaningful connections between pieces of information becomes increasingly valuable. This is where semantic similarity models can be incred...
Dec 5, 20244 min read16