The "Data Science Ecosystem: A Comprehensive Guide" project explores the tools, techniques, and frameworks used in data science for transforming raw data into actionable insights. It provides an overview of key components such as data collection, analysis, visualization, and machine learning.

It is an unguided, real data SQL-based project analyzing movie industry trends. It identifies top movies, industry comparisons, language trends, and studio performance using advanced SQL techniques like joins, aggregates, and views. Key findings include Hollywood's revenue dominance and Kannada movies' top IMDb ratings.