"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. **Problem statement 1** Image Classifier Participants have to make an image classifier. Given a dataset (split into train and test) which contains images of grocery items make an image classifier. Overview The data has been split into two groups: train.csv - the training set test.csv - the test set The training set should be used to build your machine learning models. The test set should be used to see how well your model performs on unseen data. About Data It is divided into three categories fruits packages vegetables A sample data set is given for your reference.