Zero to Neuron Series 8: The Goldilocks Dilemma—Overfitting, Underfitting, and TuningFeb 15, 2026·7 min read
Zero to Neuron Series 7: Evaluation Metrics in Machine Learning: The Ultimate GuideFeb 15, 2026·9 min read
Zero to Neuron Series 9: Vision Transformer by Hand: Every Number, Every Matrix, Every "Why"A complete numerical walkthrough for CNN practitioners stepping into the world of Transformers — from raw pixels to final class probabilities, with no hand-waving allowed. You've studied CNNs. You knMay 12, 2026·35 min read
Zero to Neuron Series 4: Teaching an Old AI New Tricks (The Magic of Fine-Tuning & LoRA)Welcome back, data adventurers! In our last post, we unlocked the superpower of Transfer Learning. We took a pre-trained "expert" model (MobileNetV2), froze its brain, and just trained a new "head" to classify cats vs. dogs. It was fast, easy, and ga...Nov 1, 2025·7 min read
Zero to Neuron Series 3: Feature Extraction - The Art of Borrowing AI's BrainWelcome back, fellow data adventurers! So far in our "From Zero to Neuron" series, you've built neural networks to classify handwritten digits and predict house prices. You've seen the raw power of these models when trained from scratch. But here’s a...Oct 4, 2025·8 min read
Zero to Neuron Series 2: Intro to Regression with TensorFlow & KerasFrom Categories to Numbers: Predicting Prices with Your First Regression Model Welcome back to the "From Zero to Neuron" series! In our last post, we built an awesome neural network that could read handwritten digits. That was a classification task—w...Oct 1, 2025·5 min read
Zero to Neuron Series 1: Your First Neural Network with TensorFlow 2.0 and KerasEver wonder how Netflix somehow knows what movie you're going to want to watch next, or how your phone camera can select your face out of a crowd? The wizardry behind much of today's technology is an idea known as a neural network. It may sound like ...Sep 28, 2025·7 min read
