---
title: "AI-For-Beginners vs generative-ai-for-beginners"
type: "comparison"
canonical_url: "https://www.graphcanon.com/compare/microsoft-ai-for-beginners-vs-microsoft-generative-ai-for-beginners"
tools: ["microsoft-ai-for-beginners", "microsoft-generative-ai-for-beginners"]
---

# AI-For-Beginners vs generative-ai-for-beginners

*GraphCanon updated Jul 11, 2026*

## Verdict

Pick AI-For-Beginners when tags unique to AI-For-Beginners: deep-learning, microsoft-for-beginners, artificial-intelligence, machine-learning; pick generative-ai-for-beginners when tags unique to generative-ai-for-beginners: generativeai, dall-e, generative-ai, chatgpt.

[AI-For-Beginners](https://github.com/microsoft/AI-For-Beginners) reports 52k GitHub stars, 11k forks, and 4 open issues, last pushed Jul 8, 2026. [generative-ai-for-beginners](https://github.com/microsoft/generative-ai-for-beginners) has 113k stars, 61k forks, and 7 open issues, last pushed Jul 9, 2026. Figures are from public GitHub metadata via [AI-For-Beginners's repository](https://github.com/microsoft/AI-For-Beginners) and [generative-ai-for-beginners's repository](https://github.com/microsoft/generative-ai-for-beginners).

| | [AI-For-Beginners](/tools/microsoft-ai-for-beginners.md) | [generative-ai-for-beginners](/tools/microsoft-generative-ai-for-beginners.md) |
| --- | --- | --- |
| Tagline | 12 Weeks, 24 Lessons, AI for All! | 21 Lessons, Get Started Building with Generative AI |
| Stars | 52,098 | 112,866 |
| Forks | 10,536 | 60,628 |
| Open issues | 4 | 7 |
| Language | Jupyter Notebook | Jupyter Notebook |
| Adopt for | - | - |
| Persona | - | - |
| Runtime | - | - |
| License | MIT | MIT |
| Categories | Vector Databases, Model Training, Computer Vision | LLM Frameworks, Model Training |

## Trust and health

_Sourced signals - not a safety guarantee. No winner column._

| | [AI-For-Beginners](/tools/microsoft-ai-for-beginners.md) | [generative-ai-for-beginners](/tools/microsoft-generative-ai-for-beginners.md) |
| --- | --- | --- |
| Open issues (now) | 4 | 7 |
| Security scan | 3 low (3 low) | No lockfile |
| Full report | [trust report](/tools/microsoft-ai-for-beginners/trust.md) | [trust report](/tools/microsoft-generative-ai-for-beginners/trust.md) |

## Choose when

### Choose AI-For-Beginners if…

- Tags unique to AI-For-Beginners: deep-learning, microsoft-for-beginners, artificial-intelligence, machine-learning.
- Also covers Vector Databases, Computer Vision.
- Leaner open-issue backlog (4).

### Choose generative-ai-for-beginners if…

- Tags unique to generative-ai-for-beginners: generativeai, dall-e, generative-ai, chatgpt.
- Also covers LLM Frameworks.
- More GitHub stars (113k vs 52k) - visibility, not fit.

## When NOT to use AI-For-Beginners

- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.

## When NOT to use generative-ai-for-beginners

- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.

## Common questions

### What is the difference between AI-For-Beginners and generative-ai-for-beginners?

AI-For-Beginners: 12 Weeks, 24 Lessons, AI for All!. generative-ai-for-beginners: 21 Lessons, Get Started Building with Generative AI. See the comparison table for live GitHub stats and shared categories.

### When should I choose AI-For-Beginners over generative-ai-for-beginners?

Choose AI-For-Beginners over generative-ai-for-beginners when Tags unique to AI-For-Beginners: deep-learning, microsoft-for-beginners, artificial-intelligence, machine-learning; Also covers Vector Databases, Computer Vision; Leaner open-issue backlog (4).

### When should I choose generative-ai-for-beginners over AI-For-Beginners?

Choose generative-ai-for-beginners over AI-For-Beginners when Tags unique to generative-ai-for-beginners: generativeai, dall-e, generative-ai, chatgpt; Also covers LLM Frameworks; More GitHub stars (113k vs 52k) - visibility, not fit.

### When should I avoid AI-For-Beginners?

Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.

### When should I avoid generative-ai-for-beginners?

LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.

### Is AI-For-Beginners or generative-ai-for-beginners more popular on GitHub?

generative-ai-for-beginners has more GitHub stars (112,866 vs 52,098). Stars measure visibility, not whether either tool fits your constraints.

### Are AI-For-Beginners and generative-ai-for-beginners open source?

Yes - both are open-source projects on GitHub (AI-For-Beginners: MIT, generative-ai-for-beginners: MIT).

### Where can I find alternatives to AI-For-Beginners or generative-ai-for-beginners?

GraphCanon lists graph-backed alternatives at [AI-For-Beginners alternatives](/tools/microsoft-ai-for-beginners/alternatives) and [generative-ai-for-beginners alternatives](/tools/microsoft-generative-ai-for-beginners/alternatives) ([AI-For-Beginners markdown twin](/tools/microsoft-ai-for-beginners/alternatives.md), [generative-ai-for-beginners markdown twin](/tools/microsoft-generative-ai-for-beginners/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-microsoft-generative-ai-for-beginners.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 generative-ai-for-beginners?

AI-For-Beginners: Very active. generative-ai-for-beginners: 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 generative-ai-for-beginners?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [AI-For-Beginners trust report](/tools/microsoft-ai-for-beginners/trust); [generative-ai-for-beginners trust report](/tools/microsoft-generative-ai-for-beginners/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/_