Watch a 28-minute educational video exploring the comprehensive career path to becoming a data scientist by 2025. Gain clear explanations of data science fundamentals and the role of data scientists, starting with core concepts like data cleaning and progressing through analysis, machine learning, and visualization techniques. Follow a detailed step-by-step guide enriched with practical examples and real-world insights into the entire data science process. Master essential concepts through structured segments covering introductory definitions, detailed role explanations, and a methodical career roadmap, concluding with a helpful summary of key takeaways.