{"slug": "ai-engineering-from-scratch", "title": "AI Engineering from Scratch", "summary": "This article describes a free, open-source AI engineering curriculum on GitHub maintained by Rohit Ghumare and contributors. The curriculum consists of 435 lessons across 20 phases, teaching algorithms from raw math before using any frameworks, with code available in Python, TypeScript, Rust, and Julia. It is designed to run locally on a user's own machine, with no paywall or signup required.", "body_md": "AI Engineering\nfrom Scratch\n435 lessons. 20 phases. Every algorithm built from raw math before a single framework gets imported.\nMaintained by Rohit Ghumare and contributors. Run on your own machine.\nMost AI material teaches in scattered pieces. A paper here, a fine-tuning post there, a flashy agent demo somewhere else. The pieces rarely line up. You ship a chatbot but can't explain its loss curve. You hook a function to an agent but can't say what attention does inside the model that's calling it.\nThis curriculum is the spine. 20 phases, 435 lessons, four languages: Python, TypeScript, Rust, Julia. Linear algebra at one end, autonomous swarms at the other. Every algorithm gets built from raw math first. Backprop. Tokenizer. Attention. Agent loop. By the time PyTorch shows up, you already know what it's doing under the hood.\nEach lesson runs the same loop: read the problem, derive the math, write the code, run the test, keep the artifact. No five-minute videos, no copy-paste deploys, no hand-holding. Free, open source, and built to run on your own laptop.\nThe entire curriculum is on GitHub. Clone it, fork it, learn at your own pace. No paywall, no signup. Every lesson has runnable code in Python, TypeScript, Rust, or Julia, depending on what fits the concept best.\ngit clone https://github.com/rohitg00/ai-engineering-from-scratch.git", "url": "https://wpnews.pro/news/ai-engineering-from-scratch", "canonical_source": "https://aiengineeringfromscratch.com", "published_at": "2026-05-21 09:14:13+00:00", "updated_at": "2026-05-23 17:06:01.611594+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning", "open-source", "developer-tools", "research"], "entities": ["Rohit Ghumare", "GitHub", "Python", "TypeScript", "Rust", "Julia", "PyTorch"], "alternates": {"html": "https://wpnews.pro/news/ai-engineering-from-scratch", "markdown": "https://wpnews.pro/news/ai-engineering-from-scratch.md", "text": "https://wpnews.pro/news/ai-engineering-from-scratch.txt", "jsonld": "https://wpnews.pro/news/ai-engineering-from-scratch.jsonld"}}