--- title: "AI-For-Beginners vs ai-engineering-from-scratch" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/microsoft-ai-for-beginners-vs-rohitg00-ai-engineering-from-scratch" tools: ["microsoft-ai-for-beginners", "rohitg00-ai-engineering-from-scratch"] --- # AI-For-Beginners vs ai-engineering-from-scratch *GraphCanon updated Aug 16, 2026* ## Verdict Pick AI-For-Beginners if aI-For-Beginners is a structured curriculum by Microsoft that provides extensive multi-language support through automated GitHub Actions for learners worldwide; pick ai-engineering-from-scratch if specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up. [AI-For-Beginners](https://github.com/microsoft/AI-For-Beginners) reports 54k GitHub stars, 11k forks, and 7 open issues, last pushed Jul 21, 2026. [ai-engineering-from-scratch](https://aiengineeringfromscratch.com) has 47k stars, 8.2k forks, and 107 open issues, last pushed Aug 10, 2026. Figures are from public GitHub metadata via [AI-For-Beginners's repository](https://github.com/microsoft/AI-For-Beginners) and [ai-engineering-from-scratch's repository](https://github.com/rohitg00/ai-engineering-from-scratch). | | [AI-For-Beginners](/tools/microsoft-ai-for-beginners.md) | [ai-engineering-from-scratch](/tools/rohitg00-ai-engineering-from-scratch.md) | | --- | --- | --- | | Tagline | A beginner-friendly AI curriculum with multi-language support. | Learn it. Build it. Ship it for others. | | Stars | 53,871 | 46,862 | | Forks | 10,945 | 8,195 | | Open issues | 7 | 107 | | Language | Jupyter Notebook | Python | | Adopt for | AI-For-Beginners is a structured curriculum by Microsoft that provides extensive multi-language support through automated GitHub Actions for learners worldwide. | Specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up. | | Persona | - | - | | Runtime | - | - | | License | The curriculum is available under the MIT license, allowing for flexibility in use and modification with attribution. | MIT | | Categories | Computer Vision, Model Training | AI Agents, Computer Vision, Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [AI-For-Beginners](/tools/microsoft-ai-for-beginners.md) | [ai-engineering-from-scratch](/tools/rohitg00-ai-engineering-from-scratch.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 9d | 6d | | Open issues (now) | 7 | 107 | | Stars delta | Unknown | +8.3k (30d) | | Open issues delta | Unknown | +9 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/microsoft-ai-for-beginners/trust.md) | [trust report](/tools/rohitg00-ai-engineering-from-scratch/trust.md) | ## Decision facts: AI-For-Beginners - **Adopt for:** AI-For-Beginners is a structured curriculum by Microsoft that provides extensive multi-language support through automated GitHub Actions for learners worldwide. - **License detail:** The curriculum is available under the MIT license, allowing for flexibility in use and modification with attribution. ## Decision facts: ai-engineering-from-scratch - **Pricing:** freemium - The `ai-engineering-from-scratch` repository is free and open-source under an MIT license, but for full access to additional resources or support, a paid option may be provided. Consult official or up - **Adopt for:** Specifically designed for individuals looking to build a comprehensive understanding of AI tools and frameworks from the ground up. ## Choose when ### Choose AI-For-Beginners if… - AI-For-Beginners is primarily Jupyter Notebook; ai-engineering-from-scratch is Python. - Tags unique to AI-For-Beginners: beginner, curriculum, multi-language-support, pytorch. - Also covers Model Training. - Use AI-For-Beginners when you need a comprehensive and structured curriculum covering essential AI topics, such as CNNs and NLP in a beginner-friendly way. ### Choose ai-engineering-from-scratch if… - ai-engineering-from-scratch is primarily Python; AI-For-Beginners is Jupyter Notebook. - Pricing: The `ai-engineering-from-scratch` repository is free and open-source under an MIT license, but for full access to additional resources or support, a paid option may be provided. Consult official or up. - Tags unique to ai-engineering-from-scratch: agents, ai-engineering, computer-vision, deep-learning. - Also covers AI Agents, Developer Tools, LLM Frameworks. - When you want to start with foundational knowledge and learn the intricacies behind AI systems. ## When NOT to use AI-For-Beginners - Do not use AI-For-Beginners if you prefer learning at an accelerated pace or need an advanced learning path focusing beyond basic tooling. - Avoid it for learners in languages that are not included in its multi-language support, as this could limit accessibility. - If large download sizes due to the translations repository pose a problem, and sparse checkout techniques are unfamiliar, consider alternative resources. ## When NOT to use ai-engineering-from-scratch - If you are looking for a quick setup or ready-to-go solution without diving into the foundational understanding. - When your project requires immediate practical application with less emphasis on self-implemented solutions from scratch. ## Common questions ### What is the difference between AI-For-Beginners and ai-engineering-from-scratch? AI-For-Beginners: A beginner-friendly AI curriculum with multi-language support.. ai-engineering-from-scratch: Learn it. Build it. Ship it for others.. See the comparison table for live GitHub stats and shared categories. ### When should I choose AI-For-Beginners over ai-engineering-from-scratch? Choose AI-For-Beginners over ai-engineering-from-scratch when AI-For-Beginners is primarily Jupyter Notebook; ai-engineering-from-scratch is Python; Tags unique to AI-For-Beginners: beginner, curriculum, multi-language-support, pytorch; Also covers Model Training; Use AI-For-Beginners when you need a comprehensive and structured curriculum covering essential AI topics, such as CNNs and NLP in a beginner-friendly way. ### When should I choose ai-engineering-from-scratch over AI-For-Beginners? Choose ai-engineering-from-scratch over AI-For-Beginners when ai-engineering-from-scratch is primarily Python; AI-For-Beginners is Jupyter Notebook; Pricing: The `ai-engineering-from-scratch` repository is free and open-source under an MIT license, but for full access to additional resources or support, a paid option may be provided. Consult official or up; Tags unique to ai-engineering-from-scratch: agents, ai-engineering, computer-vision, deep-learning; Also covers AI Agents, Developer Tools, LLM Frameworks; When you want to start with foundational knowledge and learn the intricacies behind AI systems. ### When should I avoid AI-For-Beginners? Do not use AI-For-Beginners if you prefer learning at an accelerated pace or need an advanced learning path focusing beyond basic tooling. Avoid it for learners in languages that are not included in its multi-language support, as this could limit accessibility. If large download sizes due to the translations repository pose a problem, and sparse checkout techniques are unfamiliar, consider alternative resources. ### When should I avoid ai-engineering-from-scratch? If you are looking for a quick setup or ready-to-go solution without diving into the foundational understanding. When your project requires immediate practical application with less emphasis on self-implemented solutions from scratch. ### Is AI-For-Beginners or ai-engineering-from-scratch more popular on GitHub? AI-For-Beginners has more GitHub stars (53,871 vs 46,862). Stars measure visibility, not whether either tool fits your constraints. ### Are AI-For-Beginners and ai-engineering-from-scratch open source? Yes - both are open-source projects on GitHub (AI-For-Beginners: MIT, ai-engineering-from-scratch: MIT). ### Where can I find alternatives to AI-For-Beginners or ai-engineering-from-scratch? GraphCanon lists graph-backed alternatives at [AI-For-Beginners alternatives](/tools/microsoft-ai-for-beginners/alternatives) and [ai-engineering-from-scratch alternatives](/tools/rohitg00-ai-engineering-from-scratch/alternatives) ([AI-For-Beginners markdown twin](/tools/microsoft-ai-for-beginners/alternatives.md), [ai-engineering-from-scratch markdown twin](/tools/rohitg00-ai-engineering-from-scratch/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/microsoft-ai-for-beginners-vs-rohitg00-ai-engineering-from-scratch.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, AI-For-Beginners or ai-engineering-from-scratch? AI-For-Beginners: Active. ai-engineering-from-scratch: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for AI-For-Beginners and ai-engineering-from-scratch? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [AI-For-Beginners trust report](/tools/microsoft-ai-for-beginners/trust); [ai-engineering-from-scratch trust report](/tools/rohitg00-ai-engineering-from-scratch/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=microsoft-ai-for-beginners`](/api/graphcanon/graph?tool=microsoft-ai-for-beginners) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_