MindMap Gallery roadmap from beginner to very very advance for Data analytics
This learning roadmap outlines a 3000-hour progression from novice to expert data analyst. Foundations (0-500hrs) cover Excel, SQL, and statistics; Intermediate (500-1500hrs) target Python, Tableau, and experimental design; Advanced (1500-3000+hrs) delve into ML algorithms, big data systems, and BI development. Each skill node specifies learning resources, project examples, and certification advice. Interactive radar charts enable self-assessment, while industry-specific tracks (finance/healthcare etc.) highlight domain knowledge requirements. The visual pathway incorporates tool proficiency levels, community learning milestones, and portfolio-building checkpoints for career readiness.
Edited at 2025-03-05 03:44:26