Machine Learning Archives - Page 2 of 4

Conversational AI NLP and Chatbot with Apache Kafka

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9 minute read

Apache Kafka for Conversational AI, NLP and Chatbot

ByKai Waehner
8. December 2021

Natural Language Processing (NLP) helps many projects in the real world for service desk automation, customer conversation with a chatbot, content moderation in social networks, and many other use cases. Learn how event streaming with Apache Kafka is used in conjunction with Machine Learning platforms at the carmaker BMW, the online travel and booking portal Expedia, and the dating app Tinder for reliable real-time conversational AI, NLP, and chatbots.

Apache Kafka for Condition Monitoring and Predictive Maintenance in Industrial IoT

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8 minute read

Condition Monitoring and Predictive Maintenance with Apache Kafka

ByKai Waehner
25. October 2021
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The manufacturing industry is moving away from just selling machinery, devices, and other hardware. Software and services increase revenue and margins. Equipment-as-a-Service (EaaS) even outsources the maintenance to the vendor. This paradigm shift is only possible with reliable and scalable real-time data processing leveraging an event streaming platform such as Apache Kafka. This post explores how Kafka-native Condition Monitoring and Predictive Maintenance help with this innovation.

Apache Kafka and Tiered Storage for Digital Forensics and Cyber Security

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9 minute read

Kafka for Cybersecurity (Part 4 of 6) – Digital Forensics

ByKai Waehner
23. July 2021

This blog series explores use cases and architectures for Apache Kafka in the cybersecurity space, including situational awareness, threat intelligence, forensics, air-gapped and zero trust environments, and SIEM / SOAR modernization. This post is part four: Digital Forensics.

Apache Kafka and Event Streaming Top Use Cases for 2021

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2 minute read

Top 5 Event Streaming Use Cases for 2021 with Apache Kafka

ByKai Waehner
16. December 2020
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TOP 5 Event Streaming Architectures and Use Cases for 2021: Edge deployments, hybrid and multi-cloud architectures, service mesh-based microservices, streaming machine learning, and cybersecurity.

Supply Chain Optimization with Apache Kafka and SCM

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8 minute read

Apache Kafka for Supply Chain Management (SCM) Optimization

ByKai Waehner
15. December 2020
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Supply Chain optimization leveraging Event Streaming with Apache Kafka. See real-world use cases and architectures from Walmart, BMW, Porsche, and other enterprises to improve the Supply Chain Management (SCM) processes. Automation, robustness, flexibility, real-time, decoupling, data integration, and hybrid deployments…