Artificial intelligence (AI) is defying rule-based programming with expansive machine learning opportunities. As an emerging AI development company, Oodles AI is constantly exploring AI technologies to build powerful and business-oriented machine learning models.

In this article, we are exploring the distributed streaming platform, Apache Kafka, that is gaining momentum among global digital businesses. Developed as a big data messaging platform, Kafka is now fulfilling the machine learning requirements of businesses with dynamic data processing capabilities. We have highlighted the most effective real-time applications of machine learning with Apache Kafka to automate business operations significantly.

Understanding Kafka and its Significance

Apache Kafka is an open-source distributed event streaming platform that facilitates storing, streaming and processing of real-time data. It was initiated by Linkedin in 2011 as a messaging queue that eventually transformed into a mainstream evert-streaming platform.

Today, more than 30% of the Fortune 500 companies use Apache Kafka including Uber, Airbnb, LinkedIn, Spotify, PayPal, etc.

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