Everyone don’t have access to good gpu’s , here come comes Google Colab(just like Jupyter Notebook) to rescue that provides free 12hour access to Tesla K80 GPU along with 12 GBs of RAM.
After your 12 hour session finishes , all the local data stored in colab notebook gets erased. You have to restart everything from scratch. So its recommended to save weights of deep learning model after some epochs to restore training from that point.
But, unfortunately carrying out full Deep Learning project on Colab required lots of small-small hacks to make life easier.
Given below is link to mine extensive Colab Tutorial :
Thank You .
Source: Deep Learning on Medium