How to build more secure ML models? - Part 1 Data PoisoningI have been building machine learning models for over 5 years now but now that I work with writing software for a huge company the most common thing I notice is that security is considered paramount so I started researching about what are the securit...Oct 15, 2023 · 3 min readabinavravi.hashnode.dev
Terraform Hashicorp Associate exam: Study and examI passed my terraform hashicorp associate exam in the month of November 2022. In this blog post I want to highlight the preparation time for different levels and what kind of questions to expect in the exam and what resources I used to pass the exam....Jan 19, 2023 · 2 min readabinavravi.hashnode.dev
Challenges in Deploying Federated Learning ModelsDifference between Federated learning and Normal Machine learning In normal machine Learning the data resides in a single source or is aggregated into a single source by certain ETL (extract, load and transform operations) by data engineers from mult...Aug 7, 2022 · 3 min readabinavravi.hashnode.dev
4 Lessons from the learning periodI had a very ambitious learning plan for my break between jobs and you can read that post. However, due to specific changes in priorities, the things I have learned have changed and I no longer followed the same learning plan. A detailed post on each...May 27, 2022 · 2 min readabinavravi.hashnode.dev
7 VSCode extensions to make development comfortableThe following extensions have made my development a lot easier, some of them are language-based extensions and some of them are language independent. Photo by Mohammad Rahmani on Unsplash Python and PyLance Python and Pylance help a lot in IntelliSe...May 6, 2022 · 2 min readabinavravi.hashnode.dev
