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
Command Palette
Search for a command to run...
#data-science
Articles tagged with #data-science
Building a Neural Network from Scratch in Python and NumPy
Bridging the Gap Between the Formulas and the Feeling of 'Learning'
Aug 8, 202511 min read117
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
Reinforcement Learning is the inevitable
The internet is full of bad data, and that is where the training data for LLMs are coming from. Some are polluting the internet with bad data out of spite. Most just spam the internet of AI generated data for profit One day, we might see a future whe...
Jun 18, 20252 min read16
PCA as a Last Resort
Why You Should Do Feature Engineering and Feature Removal Before Immediately Using PCA.
Apr 28, 20253 min read45
Chunking Methods for RAG: What and Why
The Day My RAG System Failed Meet Charlie, a developer who learned a valuable lesson about RAG systems the hard way. (Let’s just call him Charlie but we all really know who he is. 😉) Last year, Charlie built what he thought was the perfect RAG (Retr...
Mar 3, 202510 min read44