Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.
Browse by purposeTutorialsRetrieval-augmented generation · Tutorials
TypeGuides & collectionsGuides & collections
SubcategoryLearning pathsLearning paths
PlatformNot verifiedNot verified
Cost detailsCheck current official software, hosting, model and infrastructure pricing.Check current official software, hosting, model and infrastructure pricing.
Pricing source——
First collected2026-11-032026-11-03
MetricRepository stars, not unique users or individual-skill installsRepository stars, not unique users or individual-skill installs
Language—Python
About this projectBased on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.🚀 2026 The most systematic AI Agent quick guide | Agent practical tutorial · Complete learning path + practical projects + interview question bank · Benchmarking large model application development engineer positions · Covering LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / prompt words · Enterprise-level deployment and fine-tuning · From 0 to enterprise-level implementation + From learning to online projects + Integrated interview preparation
Measured at2026-11-02 19:02 UTC2026-11-02 19:00 UTC
License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited. Ranked by repository stars, one position per repository. Stars and forks are not user counts.