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…1 min read·May 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?2 min read·Jan 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:2 min read·Dec 29, 2018--1--1
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…4 min read·Dec 23, 2018--1--1
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…6 min read·Dec 19, 2018--4--4
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…2 min read·Dec 16, 2018--9--9
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:1 min read·Dec 14, 2018--1--1
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…2 min read·Dec 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=1EvhXwr0E1XhFGdoRezeciO9ENup84VGH1 min read·Dec 13, 2018----