data-ai-guide
CommunityMaster data science & AI engineering.
Authorpluginagentmarketplace
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Provides a comprehensive, structured guide to learning and applying data science, machine learning, and AI engineering practices across projects and teams.
Core Features & Use Cases
- Structured learning path covering Fundamentals, Machine Learning, Deep Learning, and Specialization to accelerate skills.
- Practical tooling & examples featuring Python data science stack, PyTorch, LLM prompts, and MLOps concepts for real-world tasks.
- Use cases & projects including classic datasets and end-to-end projects to showcase end-to-end pipelines and evaluation.
- Resource consolidation with recommended platforms, documentation, and tutorials for ongoing learning.
Quick Start
Begin with the Fundamentals path using Python and Pandas, then implement a small ML model following the included examples.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: data-ai-guide Download link: https://github.com/pluginagentmarketplace/custom-plugin-design-system/archive/main.zip#data-ai-guide Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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