"**Machine Intelligence** is the last invention that humanity will ever need to make." - Nick Bostrom And isn't that the final destination - the ultimate creation to revolutionize our existence? Valued at over 4.6 billion dollars, machine learning and artificial intelligence are just the scratched surface of an untouched mound of treasure. **Aaruush'20** brings to you the “**Machine Learning Challenge**”, a **40-hour** long contest that brings the participants in touch with one of the fastest-growing industries in today's market. The aim of this contest is to expose young learners and aspirants to the fields of data science, machine learning, and artificial intelligence. Restating its position as one of the best techno-management collegiate fests of the country, Aaruush provides a platform for the creators of tomorrow to stoke their flames of interest and innovation. The participants will experiment with different techniques and compete against each other to produce the best models on the given problem statements and datasets. This contest not only gives the participants a splendid opportunity of experiencing the applications of Machine Learning in real-life problems but also leave with a handful of goodies and incentives. So what are you waiting for? Join the ML uprising! **Problem Statement**: You have to make an image classifier. Given a dataset (split into train and test) which contains images of grocery items make an image classifier.