Machine Learning Databases and How to Access them with Pytorch – MNIST Tutorial

Here is a great tutorial about popular Machine Learning databases and how we can easily access them with Pytorch.

In particular, we will focus on MNIST, which is a handwritten digits database with 70,000 different images. We will load it with a very simple Pytorch command and we will have a closer look at its content, as well as its feature + label structure.

We will also discuss data transforms, why we need them and how do we decide which transforms work better for what kind of data.

Time Stamps

  • 00:00 – intro
  • 00:23 – load MNIST with Pytorch
  • 02:01 – MNIST features and targets
  • 03:20 – Pytorch Databases
  • 04:14 – data transforms
  • 07:55 – in the next tutorial

Frank

#DataScientist, #DataEngineer, Blogger, Vlogger, Podcaster at http://DataDriven.tv . Back @Microsoft to help customers leverage #AI Opinions mine. #武當派 fan. I blog to help you become a better data scientist/ML engineer Opinions are mine. All mine.