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If a hatch in a space station is even millimeters bigger or smaller than the required measurements, do you know what happens? Implosion, the sheer pressure the space exerts on the station, will not tolerate even a millimeter of error. So th…
Hey Guys, I'm Akshat Jain Btech undergraduate from JECRC College Jaipur in IT Branch. I'm contributing to Opensuse Organization as a part of GSoC'22. Q. What is open source software (OSS)? Ans. Open …
I was on vacation the last two weeks of July. Bicycling down the Loire and up to Bretagne. On the train I bought Designing Machine Learning Systems. (I have to say I like being able to buy a book on my phone and start reading it right away.…
Introduction Almost in all engineering fields, there are a set of best practices and standards that engineers follow while performing their task. In week-6 of mlops-zoomcamp, we learned about best eng…
When I completed my graduation and started my Data Science job in 2019, Data Science was(still is) a buzzword that everyone was excited about, every other person you meet would want to be a Data Scien…
Developing and deploying machine learning systems could be a pain with multiple things you need to manage. In this article, I introduce you and help you get started with Kubeflow while also understand…
Hello there, interesting people! This blog-post is a brief introduction to MLOps, the processes involved, the pipelines, the infrastructure and the software(s) required to make the models go to produ…
Focusing this week on building small ML deployments and making Figma diagrams for different MLOps architectures. MLOps Courses and books I'm looking at doing the new Andrew Ng Coursera Machine Learning Engineering for Production Specializa…
Reading Thinking in Systems (Donella Meadows), especially "Places to Intervene in a System". I'm thinking about this in the context of software development (and problems in product teams). Wrote a first draft blog post. Ultimately my bigger…
Apache Airflow is an open-source platform that can be used to author, monitor, and schedule data pipelines. It is used by companies like Airbnb, Lyft, and Twitter, and has been the go-to tool in the d…
