Rohan_Thoma – Medium

Mar 5

Ecommerce product image classification for CDiscount.com

A detailed end to end deep learning case study for large scale multi-class classification of ecommerce products using image data. This is not a typical transfer learning type everyday case study where minimal effort is put by taking the pretrained models on large data and applied to a small scale…

Image Classification

22 min read

Jan 28

Mobile Ad Click Prediction : Machine Learning Models behind the billion dollar Ad industry (Part-2)

An end to end case study on Avazu Ad click prediction data — In the part-1 of this blog we have done the exploratory data analysis of the Avazu ad click data and engineered 5 new features which would be very useful for our problem. …

Machine Learning

16 min read

Jan 28

Mobile Ad Click Prediction : Machine Learning Models behind the billion dollar Ad industry (Part-1)

An end to end case study on Avazu Ad click prediction data — Introduction In the age of information overflow, fast changing trends and short spanned attention, mobile phones which have evolved in to the smart phones and became an indivisible part of our daily lives. They have made our access to the information and services so seamless that the tech industry thrives on…

Machine Learning

22 min read