Explore the fundamentals of data science in this 42-minute introductory lecture. Gain insights into the core concepts, methodologies, and applications of this rapidly growing field. Learn how data science combines elements of statistics, computer science, and domain expertise to extract valuable knowledge from complex datasets. Discover the key steps in the data science process, including data collection, cleaning, analysis, and visualization. Understand the importance of data-driven decision-making in various industries and how data science is revolutionizing business strategies and scientific research. Whether you're a beginner or looking to refresh your knowledge, this concise overview provides a solid foundation for further exploration in the world of data science.
Overview
Syllabus
Introduction to Data Science
Taught by
NPTEL-NOC IITM