The Rise of Open Source in ML

The advancement in machine learning has led to more scalable and responsive systems in the last decade. The innovation in open source technology has played a significant role in spearheading these improvements. Leveraging open source components like Apache Kafka, Apache Helix, Roxy, and others has been crucial in overcoming challenges and building innovative solutions in large-scale operations. This collaborative approach signifies the evolving landscape and the reliance on open source tools to address complex problems in machine learning.