AvinashWhy there haven’t been any new posts?Hey all! It’s a been a while since I posted anything, I keep receiving comments/emails asking why there haven’t been any new posts. I was…May 30, 2021May 30, 2021
AvinashinUdacity PyTorch ChallengersWhat is overfitting?If you have just started learning Machine Learning, you will often hear this term called overfitting, but what exactly it is?Jan 5, 2019Jan 5, 2019
AvinashA test rubric for the final projectI am working on a four-part series on the lab project and this is the third post. Here are the two earlier posts:Dec 29, 20181Dec 29, 20181
AvinashSubmitting your final lab projectI am working on a three part series on the lab project and this is the second post. You can read the first one here — Tips to help you get…Dec 23, 20181Dec 23, 20181
AvinashTips to help you get started with the final lab projectThis is a blog post for the people who are doing Udacity’s PyTorch Scholarship Challenge course. I have been assigned as a mentor to three…Dec 19, 20184Dec 19, 20184
AvinashHow to save our model to Google Drive and reuse itIf you are using Google Colab and if the runtime restarts during training, you will lose your trained model. Then you have to start again…Dec 16, 20189Dec 16, 20189
AvinashCustom Google Colab notebooks for Udacity’s Deep Learning with PyTorchWhen I started this amazing course, I was trying to get running the notebooks on my local computer and I ran into so many issues, mainly:Dec 14, 20181Dec 14, 20181
AvinashTypes of Gradient DescentsAs we make the progress through the course, we learn about Stochastic Gradient Descent (SGD) and we use that in our code to find the local…Dec 14, 2018Dec 14, 2018
AvinashHandy Google Colab notebook for CIFAR Data classification CNN exercise (Lesson 5)TLDR; here is the link to the modified notebook — https://drive.google.com/open?id=1EvhXwr0E1XhFGdoRezeciO9ENup84VGHDec 13, 2018Dec 13, 2018