This is my first Machine Learning Project. I did this as a part of Kaggle's Digit Recognizer Competition. I have used the famous MNIST handwritten digits dataset as provided by Kaggle. I was able to achieve an accuracy of .995 on Kaggle. The model used is as following -
The datasets are available on the following link - https://www.kaggle.com/vatch123/digit-recognizer/data