Learning Resources
Explore interactive mind maps for technology and data science learning paths
Interactive Mind Maps
Explore comprehensive learning paths through interactive mind maps
Overview
All Learning Paths
Complete overview of all learning paths and career trajectories
Data Science
Data Science Workflow: CRISP-ML(Q)
End-to-end data science methodology and best practices
Data Analytics
Data Analytics Workflow
Analytics process, tools, and implementation strategies
AI/ML
Practical AI and Deep Learning
AI/ML implementation strategies and neural networks
Machine Learning with Python & R
ML algorithms, implementations, and model deployment
Engineering
Data Engineering
Data pipeline architecture and infrastructure design
Operations
MLOps
ML operations, deployment, and production workflows
Programming
Python Programming Fundamentals
Core Python concepts, syntax, and best practices
R Programming Fundamentals
Statistical computing and data analysis with R
Python and R Packages
Essential libraries, frameworks, and package ecosystem
Visualization
Power BI Excellence
Microsoft Power BI reporting and business intelligence
Web Development
Full Stack Web Development
Frontend and backend development technologies
How to Use Mind Maps
- Click on any topic card to open the interactive mind map
- Use zoom and pan controls to navigate through the content
- Click the external link button for full-screen experience
- Explore related topics by following the connected nodes
- Use search and category filters to find specific topics
Learning Categories
12 total mind maps across 9 categories