blog.sreekeshiyer.comSimplifying Reinforcement Learning Terminologies - AWS DeepRacer EditionIf you鈥檙e new to machine learning, reinforcement learning, especially, then it鈥檚 completely okay to have a hard time understanding these fancy jargons in front of you. Here鈥檚 my attempt to simplify these while we work on a little robo-car :) About AW...Nov 17, 2024路4 min read
blog.sreekeshiyer.comSetting up a REST API in Python for DynamoDBDynamo DB is AWS's NoSQL offering in the vast set of managed databases as a service that they provide. Like most other services, it's fully serverless, flexible and easy to scale. The Data Model As we're working on NoSQL here, there's no real restric...Nov 7, 2024路4 min read
blog.sreekeshiyer.comIntegrated AWS Workflows with SageMaker NotebooksI was recently a part of a hackathon and was found searching for good Jupyter environments on the cloud to be able to work on my ML Project. Soon enough, I found myself here. However, it took me a while to figure out how powerful it truly can be. F...Nov 3, 2024路2 min read
blog.sreekeshiyer.comHow AWS Cloud9 has become my side project buddyI spend 5 days out of a week coding for work, so I'm definitely not motivated to code a lot on weekends. This means that I do not have any software development tools installed on my personal machine. Not even IDEs. However, being the curious little g...May 31, 2024路2 min read
blog.sreekeshiyer.comThe Linux Backdoor SagaAlmost a week to this and not a lot of drama on Indian Twitter, so I thought I could write about it. TLDR: Malicious code with a backdoor was added to one of the core packages of Linux affecting almost all Debian and Redhat distros; was later discove...Apr 3, 2024路3 min read