The 10 Best ai-engineering-from-scratch Alternatives in 2026
The best alternative to ai-engineering-from-scratch is NotebookLM, scoring 71/100 on measured quality. Rankings update continuously from liveness checks, code freshness, and AI quality review — not votes or sponsorships.
1
Google's AI research notebook — chat with your documents
71
2
Interactive STEM learning with AI-guided problem solving
66
3
AI-powered language learning with roleplay and explanations
66
4
AI tutor by Khan Academy — personalised learning at scale
66
5
AI-For-Beginners is Microsoft's free 12-week curriculum with 24 structured lessons that teaches artificial intelligence fundamentals through hands-on
64
6
cs249r_book+12
Looking at the provided information, I can see this is a textbook about ML systems, but the landing page only shows a redirect message with no actual
62
7
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
61
8
Learn AI and LLMs from scratch using free resources
58
9
ELSA Speak is an AI-powered English pronunciation app that provides real-time feedback on speaking practice through voice analysis. Designed for non-n
57
10
A complete daily plan for studying to become a machine learning engineer.
50
How this ranking works
Every product on RookRank is scored 0–100 from measured signals: hourly liveness checks, GitHub activity, AI-assessed product substance, and anti-gaming verification. Scores re-compute continuously — no pay-to-play, no sponsored placements. This list re-orders itself when the data changes.