Aman AroraDataBlocks API : Pets Tutorial in DetailIn this article let’s look at the DataBlocks API in detail. As I write this article, I have a sore leg from cricket, which means I can’t…6 min read·Nov 17, 2019----
Aman AroraFastAI PipelinesWelcome, if you are here, then I assume you must be interested in how Pipelines work inside FastAI. In this blog post, that’s exactly what…5 min read·Nov 13, 2019----
Aman AroraFastAI TfmdListsSo in the last two posts, we looked at DataBunch and DataSource. In this one we will be looking at TfmdLists.9 min read·Nov 10, 2019----
Aman Arora‘Data’ + ‘Source’ == ‘DataSource’ >> TrueI don’t know why I am coming up with this cheeky title as an introduction to DataSource — maybe because that’s all it really is in FastAI…8 min read·Nov 6, 2019----
Aman AroraFastAI V2 DataBlocks API — code overview : A gentle introductionOne of the top things Jeremy says to do:7 min read·Nov 2, 2019--1--1
Aman ArorainTowards Data ScienceMatrix Multiplication — Part2 Lesson8Part-2 of FastAi “From the Foundations” is finally out today. I don’t remember the last time I was this excited for a MOOC. As soon as the…9 min read·Jul 2, 2019----
Aman AroraTwo minor yet powerful concepts in PythonWhile I was reading fluent python, apart from many others, I discovered the following two insights about Python that are worth sharing:2 min read·Jun 10, 2019----
Aman AroraAWS DeepRacer— Everything that you need to know regarding trainingHi there! If you’ve stumbled upon this article, then you’re probably interested in AWS DeepRacer that under the hood uses reinforcement…2 min read·May 11, 2019--3--3
Aman AroraImplementing Feature Importance in Random Forests from ScratchFeature importances in Random Forests available in the Sci-kit learn library can be used to interpret our data to understand the most…2 min read·Jan 1, 2019----
Aman AroraUnderstanding Logistic Regression and building it from Scratch using PyTorchHere’s what we will accomplish together by the end of this article:6 min read·Jan 1, 2019----