Metaflow and ML Infrastructure
The power of the internet is amazing. There is so much information out there and today it led me to discover this amazing resource that contains a lot of links for a variety of ML areas and ML Foundational topics. The link is: here.
ML Infrastructure is a key area to ensure ML applications or projects run smoothly in production or are even brought into production. Netflix is one of the companies that recognized the importance of ML infrastructure and developed Metaflow. I would definitely recommend searching up and reading more about Metaflow, however, a one line summary would be that it boosts the productivity of data scientists by handling data warehousing, computing resources, job scheduling, etc for ML applications and allowing the data scientist to bring these models straight to production.
The best part of this library is that this is open source for everyone to use. I definitely would be experimenting with this in the future.