Implemented a neural net today
Implemented a NN model (through Scikit) while going through the Hands-on Machine Learning and some other resources I found over the internet. Insane how many times we gotta train a model on the same training data and only when we're somewhat satisfied with the results obtained on training we move to test data. Really underestimated how long it took to find a good estimator. Apart from that, started with the classification models and implemented a model on MNIST dataset.. got 87% accuracy with using just an SGD!? Gotta look into this some more, fun stuff! Will be watching Andrew Ng's lecture on SGD and would try going through his notes tomorrow!