Career Path: Data Science
This roadmap prepares you to solve real-world problems using data, statistics, and machine learning. It focuses on end-to-end data science workflows used in industry.
Phase 1: Foundations for Data Science
Build the mathematical and programming foundation required for data science.
Phase 2: Data Handling & Exploration
Work with raw data and extract meaningful insights.
Phase 3: Data Visualization & Storytelling
Communicate insights using visualizations and dashboards.
Phase 4: Machine Learning for Data Science
Apply machine learning to solve predictive and analytical problems.
Phase 5: Advanced Data Science Domains
Work with specialized data science problem areas.
Phase 6: Business & Applied Data Science
Translate data science results into business decisions.
Phase 7: Projects & Career Readiness
Build portfolio-ready projects and prepare for Data Scientist roles.