 Hi everyone, my name is Punita Jhani and I have taken NPTEL Data Science for Engineering course. I already had 6 plus years of experience at that time and I wanted to learn the beginning of the data science concepts and everything. I already had an experience in data analytics field so I wanted to learn a bit about data science as well and this course really helped a lot to learn the concepts from basics. There was nothing about data science at that time and after 2 months of the course we used to get all the lectures every day and we used to get the assignments, weekly assignments and they really helped a lot. The weekly assignments made sure that we learn all the lectures, we take all the lectures on time in weekdays so that we can give the assignments properly in the weekend and due to those assignments and great understanding of the faculties to teach things really helped a lot to score, to me scoring 82% in the final exam of this course and thank you, thanks a lot to NPTEL and IIT Madras for this course, thank you.