This contains the markdown and the scripts for my blog. I have built it using Hugo and Netlify. Both of them make my job easier and help me focus on the content rather than server management. The security was of key concern to me, so decided to go with static pages. Saves a ton of effort.
- Introduction to Azure Personalizer: This was off a couple of talks that i had given in the sessions in Singapore. I have the video from the Global Azure Bootcamp 2020 (Singapore edition)
- Getting started with Azure Machine Learning: I have conducted quite a few sessions in here, but never managed to jot down the topic in a blog. This time I will get it done.
- Inside a Neural Network: This is one the fascinating topics of mine. Some really cool ideas pursued by CSAIL (MIT), Chris Olah and Google Brain Team.
- ImageNet-trained CNNs are biased towards texture: I discussed the paper and their findings. Very interesting look at how style based augmentation improves the CNN performance. Put in a reference to a similar paper by a different group on similar topic.
- Critical Learning Periods for Deep Learning: Based on the talk of Stefano Soatto on "Dynamics and Control of Differential Learning".