# ML-Personal-Notes

> ML-Personal-Notes — soumilgit-ml-personal-notes. Use this tool when you need to quickly reference key Machine Learning concepts, mathematical explanations, and practical applications. It provides concise notes and diagrams to help solve problems related to understanding ML fundamentals. Ideal for students, researchers, or practitioners seeking to clarify ML concepts, with notes accessible via git.

Canonical page: https://skillsregistry.net/skills/soumilgit-ml-personal-notes  
JSON: https://api.skillsregistry.net/v1/skills/soumilgit-ml-personal-notes

## Description

Contains short notes, with diagrams for Machine Learning, specifically focused on the Math behind and practical perspective.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/Soumilgit/ML-Personal-Notes)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "soumilgit-ml-personal-notes"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/soumilgit-ml-personal-notes` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/soumilgit-ml-personal-notes/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt