Gradient Descent and Backpropagation in Neural Networks: CUDA/C++ https://sudonull.com/gradient-descent-and-backpropagation-in-neural-networks-cuda-c
Deep dive into gradient descent and backpropagation. Implementation of neural network training algorithms from scratch on CUDA/C++ for MNIST. Detailed breakdown of mathematics and code.
Linear Regression: OLS Method and Gradient Descent https://sudonull.com/linear-regression-ols-method-and-gradient-descent
Master Linear Regression: from Least Squares to L1/L2 Regularization. Code, RMSE/R² Metrics, Outlier Handling. Practice for middle/senior dev.
NGC 6000: galaxy with active core in Scorpius https://sudonull.com/ngc-6000-galaxy-with-active-core-in-scorpius
Explore the structure of the spiral galaxy NGC 6000: color gradient, black hole in the core, star formation. Hubble images through the dust of the Milky Way. For astronomers and enthusiasts.
Thermodynamics in Business: Energy Gradients https://sudonull.com/thermodynamics-in-business-energy-gradients
How thermodynamics explains business as an energy channel. Methods for finding gradients for ideas. Application to IT projects and self-analysis. Read for new approaches.
Galaxy Archaeology: Oxygen Gradients NGC 1365 https://sudonull.com/galaxy-archaeology-oxygen-gradients-ngc-1365
Learn how chemical archaeology and Illustris TNG revealed the growth history of the spiral galaxy NGC 1365. Detailed O/H maps, merger stages. For astronomers and astrophysicists.