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"IGNOU MCS 226: Data Science and Big Data Study Material" offers a comprehensive exploration of data science and big data concepts, specifically designed for students enrolled in the MCA program at IGNOU. From understanding the fundamentals of data science to exploring the technologies and methodologies used in big data analytics, this in-depth guide delves into the complexities of handling and analyzing large volumes of data. Through detailed analyses of data mining techniques, machine learning algorithms, and big data platforms, students gain a deep understanding of how to extract insights and patterns from massive datasets. With a focus on practical applications and real-world examples, this study material equips students with the knowledge and skills necessary to work with big data tools and technologies, conduct data-driven analysis, and solve complex problems in various domains using data science techniques.