A Visual and Interactive Guide to the Basics of Neural Networks
Discussions: Hacker News (63 points, 8 comments), Reddit r/programming (312 points, 37 comments) Translations: Arabic, French, Spanish Update: Part 2 is now live: A Visual And Interactive Look at Basic Neural Network Math Motivation I’m not a machine learning expert. I’m a software engineer by train
A Visual and Interactive Guide to the Basics of Neural Networks launched on December 15, 2016 with 63 votes, #810 of 3,449 launches that month and more than 90% of that year's launches. The site was still online in September 2026, 9 years on.
In plain words
A Visual and Interactive Guide to the Basics of Neural Networks is an educational resource that explains machine learning concepts through interactive visualizations. Created by a software engineer new to AI, it breaks down neural network fundamentals in an accessible way. The guide includes translated versions in Arabic, French, and Spanish, with a follow-up section covering neural network mathematics. It serves anyone seeking to understand how neural networks work without requiring prior machine learning expertise.
written from the facts on this page · September 2026
From the sources
Discussions: Hacker News (63 points, 8 comments), Reddit r/programming (312 points, 37 comments) Translations: Arabic, French, Spanish Update: Part 2 is now live: A Visual And Interactive Look at Basic Neural Network Math Motivation I’m not a machine learning expert. I’m a software engineer by training and I’ve had little interaction with AI. I had always wanted to delve deeper into machine learni
Visualizing machine learning one concept at a time. Read our book, Hands-On Large Language Models and follow me on LinkedIn , Bluesky , Substack , X , YouTube I’m not a machine learning expert. I’m a software engineer by training and I’ve had little interaction with AI. I had always wanted to delve deeper into machine learning, but never really found my “in”. That’s why when Google open sourced TensorFlow in November 2015, I got super excited and knew it was time to jump in and start the learning journey. Not to sound dramatic, but to me, it actually felt kind of like Prometheus handing down fire to mankind from the Mount Olympus of machine learning. In the back of my head was the idea that…from jalammar.github.io
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