Data Collection to Deployment: Roadmap to Mastering the Data Science Lifecycle

Data Science is the process of collecting, analyzing, and interpreting large volumes of data to uncover patterns, trends, and insights that can guide strategic decisions. It blends concepts from statistics, mathematics, computer science, and domain expertise. Using tools like Python, SQL, machine learning algorithms, and data visualization techniques, data scientists solve real-world problems across industries like finance, healthcare, marketing, and technology. As the world becomes more data-driven, Data Science continues to be one of the most in-demand and impactful fields today.