I created this comprehensive roadmap to simplify your data science journey. When I started learning data science, I struggled to find the right resources and understand what to learn and where to begin. This roadmap draws from my experiences and insights from fellow learners, providing everything you need—from learning resources and syllabus content to resume building and job application strategies.

While this guide may not be perfect, your feedback can help make it one of the best resources available. Having enrolled in both free and paid courses, I understand the time, effort, and money invested in learning data science. This roadmap is designed to help you maximize your efficiency and focus on what truly matters.

Whether you’re just starting out or advancing your career, this roadmap is your go-to guide. Feel free to adapt it to suit your learning goals. If you have suggestions or additional resources to share, please fill out the feedback form. Together, we can enhance this roadmap for everyone.