Rakshith VasudevinTowards Data ScienceDo not underestimate the need for DevOps in AI.Why should you care?Feb 18, 20201Feb 18, 20201
Rakshith VasudevinTowards Data ScienceWhy is your Horovod slower than the usual?This article discusses about what can be done to train faster with Horovod and some common bottlenecks that could cause a slow down on…Feb 17, 20201Feb 17, 20201
Rakshith VasudevinTowards Data ScienceWhy Distributed Deep learning is going to gain paramount importance?Deep learning workloads are growing faster than ever before. Multiple teams in the same organization are using deep learning for solving…Jun 5, 2019Jun 5, 2019
Rakshith VasudevinTowards Data ScienceUnderstanding and Calculating the number of Parameters in Convolution Neural Networks (CNNs)If you’ve been playing with CNN’s it is common to encounter a summary of parameters as seen in the above image. We all know it is easy to…Feb 11, 201923Feb 11, 201923
Rakshith VasudevinTowards Data ScienceHow are Logistic Regression & Ordinary Least Squares Regression (Linear Regression) Related?If you are like me bothered by “regression” in “logistic regression” which realistically should be called “logistic classification”…Jun 5, 20182Jun 5, 20182
Rakshith VasudevinHackerNoon.comHow to Initialize weights in a neural net so it performs well?We know that in a neural network, weights are initialized usually randomly and that kind of initialization takes fair / significant amount…May 29, 2018May 29, 2018
Rakshith VasudevinHackerNoon.comContinuous vs Discrete Variables in the context of Machine Learning.Let’s get into the topic fast. I know, you don’t have time. You have to learn other topics too. Okay! I hear you :)Apr 13, 2018Apr 13, 2018
Rakshith VasudevinHackerNoon.comIntro to Pandas: -1 : An absolute beginners guide to Machine Learning and Data science.Pandas is hands down one of the best libraries of python. It supports reading and writing excel spreadsheets, CVS's and a whole lot of…Oct 16, 20175Oct 16, 20175
Rakshith VasudevinHackerNoon.comIntroduction to Numpy -2 : An absolute beginners guide to Machine Learning and Data science.This is part two of numpy tutorial series. If you’ve not read my previous tutorial on numpy, I’d recommend you to do so here. In this…Oct 15, 20173Oct 15, 20173
Rakshith VasudevinHackerNoon.comIntroduction to Numpy -1 : An absolute beginners guide to Machine Learning and Data science.Lets get started quickly. Numpy is a math library for python. It enables us to do computation efficiently and effectively. It is better…Oct 13, 201712Oct 13, 201712
