The Exploding Gradient Problem, Explained
Part 9 of my "revisiting my AI/ML notes" series, and the last one in the backpropagation arc. The...
Jul 19, 20262 min read0 reactions0 comments
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#neuralnetwork
The Chain Rule: How Backpropagation Reaches Every Layer
Part 7 of my "revisiting my AI/ML notes" series. The last post left off with a question: gradient...
Jul 19, 20262 min read0 reactions0 comments
Activation Functions Explained: Sigmoid vs ReLU
Part 4 of my "revisiting my AI/ML notes" series. Previous post covered forward propagation — the...
Jul 18, 20262 min read0 reactions0 comments
On Optimization Objectives in Reinforcement Learning
Reinforcement Learning: Optimization and Objective Methods There are a few paradigms or...
Jun 11, 20265 min read0 reactions0 comments
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Apr 23, 2026Building Your First Neural Network in Rust with Burn
Most machine learning tutorials start with Python. This one starts with Rust. In this guide, we...
Apr 23, 20261 min read0 reactions0 comments
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Apr 17, 2026Draw a Digit and Watch the Neural Network Think in Real Time
Introduction "A neural network can recognize digits" — but what's actually happening...
Apr 17, 20264 min read0 reactions0 comments
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Mar 27, 2026Understanding a Tiny Two‑Layer Neural Network that Learns XOR
Learn how a simple two‑layer NumPy neural network solves the XOR problem with back‑propagation, step‑by‑step code and explanations.
Mar 27, 20267 min read0 reactions0 comments
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Mar 17, 2026How Transformers See Every Word at Once
https://www.youtube.com/watch?v=-TIMnWAKIfg Every time you type into ChatGPT, a machine reads your...
Mar 17, 20263 min read0 reactions0 comments
Chain Rule (Aturan Rantai) dalam Kalkulus dan Relevansinya dalam Machine Learning
Pengertian Aturan Rantai (Chain Rule) dalam Kalkulus Aturan rantai ini adalah salah satu...
Jan 4, 202611 min read0 reactions0 comments
Activation Functions: How Simple Curves Power Neural Networks
In my previous article, we touched upon the sequence-to-sequence model, and we came across RNNs...
Dec 23, 20253 min read10 reactions0 comments
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Jul 1, 2025Revisiting My Old Neural Network Project in Go
A few years ago, I built a minimal neural network toolkit in Go: Rolade – a minimal neural network...
Jul 1, 20252 min read0 reactions0 comments
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Dec 14, 2024Fitting a function to data
In the context of neural networks: what does “fitting a function to data” mean?
Dec 14, 20244 min read0 reactions0 comments