Epochs, Iterations and Batch Size – Deep Learning Basics Explained

At the start of every Deep Learning problem, we have a data set and a largely untrained model. Now there are multiple open questions about how and how often we present this data to the model and I will address some of them in this post. You can also watch a video version of this…… Continue reading Epochs, Iterations and Batch Size – Deep Learning Basics Explained

5 excellent free Resources for Deep Learning Beginners

A bit over a year ago I got the offer to write a Master’s thesis about Deep Learning, but the problem was that I had almost no prior knowledge about it. So it was not that long ago that I myself was scrambling for resources to learn more about Neural Networks and how to actually…… Continue reading 5 excellent free Resources for Deep Learning Beginners

Tutorial: How to use Tensorboard with Pytorch

While I was training my first networks, I ran into the problem of having to calculate, save and then plot all of the accuracies and losses per epoch. Because I wanted to focus on training, my plots weren’t the prettiest either. This is where I got the tip to use Tensorboard for displaying my results.…… Continue reading Tutorial: How to use Tensorboard with Pytorch