What is AI?
An Applied Mathematician's Attempt at a Rigorous Answer.
Nov 2, 20254 min read16
Command Palette
Search for a command to run...
#machine-learning
Articles tagged with #machine-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 read13
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 read116
Why ML Fails at Stock/Crypto Prediction
The use of ML (machine learning) has been on the rise for the past 10 years. The idea of machine learning has been a trend for quite a while now and many people coming from different domains try to grasp the topic in hopes for a better opportunity ca...
Jun 20, 20253 min read20
PCA as a Last Resort
Why You Should Do Feature Engineering and Feature Removal Before Immediately Using PCA.
Apr 28, 20253 min read45
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