Aryansh OmrayManaging Large Datasets at ScaleHow to leverage Graviti’s Tensorbay platform to manage large unstructured datasets·7 min read·Aug 21, 2021----
Aryansh OmrayinTowards Data ScienceIntroduction to Normalizing FlowsWhy and how to implement normalizing flows over GANs and VAEs6 min read·Jul 16, 2021--2--2
Aryansh OmrayinTowards Data ScienceA Beginner’s Guide to Image Augmentations in Machine LearningData Augmentation is one of the most important yet underrated aspects of a machine learning system …·8 min read·Mar 28, 2021----
Aryansh OmrayinTowards Data ScienceRaw Image Processing in PythonPreprocessing raw images for machine learning pipelines·5 min read·Jan 2, 2021--3--3
Aryansh OmrayinTowards Data ScienceLearning Advanced Mathematics behind Machine LearningA comprehensive list of resources to learn advanced mathematics for machine learning·5 min read·Oct 2, 2020----
Aryansh OmrayinThe StartupA One-Month Plan to Learn Natural Language ProcessingIn this article, I have shared a 1-month plan to learn the basics of Natural Language Processing. Natural Language Processing is a vast…·5 min read·Sep 22, 2020----
Aryansh OmrayinTowards AIThe disadvantage of MSE Loss and How to Remove ThemHow to improve the results obtained using Mean Squared Error Loss·5 min read·Sep 22, 2020----
Aryansh OmrayinTowards Data ScienceThree Month Plan to Learn Mathematics Behind Machine LearningA 3-month plan to learn about the mathematics behind machine learning·5 min read·Sep 16, 2020--6--6
Aryansh OmrayinTowards Data ScienceMy Data Science Interview with MicrosoftIt was the time of the year(i.e., July) that when software companies arrive at various Indian Engineering Colleges to hire students for…·6 min read·Aug 19, 2020--4--4