Data Science for Beginners: A Complete Roadmap” is a comprehensive guide designed to introduce newcomers to the world of data science. It covers essential topics such as statistics, programming (mainly Python and R), data analysis, machine learning, and data visualization. The roadmap is structured in a step-by-step manner, starting with foundational concepts like data types and tools, before progressing to advanced techniques like neural networks and deep learning. The guide emphasizes hands-on practice, real-world projects, and provides resources for further learning, making it an ideal starting point for anyone looking to pursue a career in data science.