Data Science Roadmap

Data Science Roadmap

A staged guide to statistics, programming, projects and evaluation.

As an educational starting point, this guide emphasizes clear goals, careful use of evidence and consistent practice. For reliable learning, compare resources, test your understanding and reflect on the conclusions you draw.

Practical next steps

• Identify one concrete learning or project objective.
• Break the objective into manageable concepts and exercises.
• Use credible datasets and protect sensitive information.
• Document your results and seek constructive feedback.