Data Preprocessing | Introduction to Data Science | DIU

In this video, we briefly discuss the key stages of Data Science — from data collection and preprocessing to modeling and evaluation. We also highlight the advantages of applying Data Science in real-world scenarios, such as better decision-making and predictive insights, along with the limitations like scalability challenges, dependency on domain expertise, and risks of information loss. Whether you’re a student, researcher, or professional, this overview will give you a clear picture of how Data Science works, its potential, and its challenges. Instructor : Mir Safwan Marzouq Lecturer | DIU ................................................................................................. Time Stamps 00:00 Nayeem(202) 03:59 Jisan(870) 07:03 Urmi(784) 11:26 Mahim(869) ................................................................................................