 Hello everyone, I am Harshad and I am going to conduct a workshop where we will try to learn and apply some machine learning methods but interestingly the input for our problem is going to be in the form of text. Now this adds a little spice to our problem, it makes it very challenging and interesting to work with. It has lot of applications in search engines, in content recommendation, product recommendation, sentiment analysis and so on so forth. On the professional side, I am working with Socrates where I try to apply machine learning methods to the world of digital advertising. I hope you all are going to enjoy this interesting workshop, so see you at 5th Elephant, thank you.