AI GPU Programming - Cuda Basics
Basic building blocks for GPU programming
Kapil Sharma
Logits to Text
How to generate text from a transformer model
System Design Interview Process
How to approach system design interview
Dog Detection
Dog Detection using pre-trained VGG-16
Playing with OpenCV
Face Detection using OpenCV in Python
My Personal Setup
Setup of my linux development environment
Regularization in Linear Models
Ridge and Lasso Regression
Local Linear Regression
Moving from Locally Weighted Constants to Lines
Kernel Smoothing
Gaussian Kernel Smoothing and Optimal Bandwidth Selection
Gram-Schmidt Procedure
Solving Regression using Gram-Schmidt Procedure