Hello friends I am with Aparna Shahar your instructor for the course I'm very happy to deliver you this course I hope you will enjoy now before you start with the course I'd like to introduce myself I am with Aparna Shah a postgraduate in economics I have a wide experience in statistical modeling for industrial applications on our SAS and Python platform. I've conducted numerous training program workshop on basis advances SAS predictive modeling and our programming for various industry professionals and aspiring data scientists I have experienced as a senior business analyst in the manufacturing industry and lead the project of Indian iron and steel industry. Presently I'm working as a faculty of hands on system is a leading Institute of data science in India. So I hope you will enjoy learning with me. So let's move on to the coast. Thank you.