Ask Confluent #13: Machine Learning with Kai Waehner

Ask Confluent #13: Machine Learning with Kai Waehner

Gwen and Kai chat about machine learning architectures, and whether software engineers and data scientists can learn to get along. EPISODE LINKS Blogs on deploying machine learning workloads: Machine Learning with Python, Jupyter, KSQL and TensorFlowHow to Build and Deploy Scalable Machine Learning in Production with Apache KafkaUsing Apache Kafka to Drive Cutting-Edge Machine LearningKIP-392: Allow consumers to fetch from closest replica Watch the video version of this podcastSEAS...

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Top 6 Worst Apache Kafka JIRA Bugs

Top 6 Worst Apache Kafka JIRA Bugs

Entomophiliac, Anna McDonald (Principal Customer Success Technical Architect, Confluent) has seen her fair share of Apache Kafka® bugs. For her annual holiday roundup of the most noteworthy Kafka bugs...

21 Dec 20221h 10min

Learn How Stream-Processing Works The Simplest Way Possible

Learn How Stream-Processing Works The Simplest Way Possible

Could you explain Apache Kafka® in ways that a small child could understand? When Mitch Seymour, author of Mastering Kafka Streams and ksqlDB, wanted a way to communicate the basics of Kafka and event...

20 Dec 202231min

Building and Designing Events and Event Streams with Apache Kafka

Building and Designing Events and Event Streams with Apache Kafka

What are the key factors to consider when developing event-driven architecture? When properly designed, events can connect existing systems with a common language and allow data exchange in near real ...

15 Dec 202253min

Rethinking Apache Kafka Security and Account Management

Rethinking Apache Kafka Security and Account Management

Is there a better way to manage access to resources without compromising security? New employees need access to a variety of resources within a company's tech stack. But manually granting access can b...

8 Dec 202241min

Real-time Threat Detection Using Machine Learning and Apache Kafka

Real-time Threat Detection Using Machine Learning and Apache Kafka

Can we use machine learning to detect security threats in real-time? As organizations increasingly rely on distributed systems, it is becoming more important to analyze the traffic that passes through...

29 Nov 202229min

Improving Apache Kafka Scalability and Elasticity with Tiered Storage

Improving Apache Kafka Scalability and Elasticity with Tiered Storage

What happens when you need to store more than a few petabytes of data? Rittika Adhikari (Software Engineer, Confluent) discusses how her team implemented tiered storage, a method for improving the sca...

22 Nov 202229min

Decoupling with Event-Driven Architecture

Decoupling with Event-Driven Architecture

In principle, data mesh architecture should liberate teams to build their systems and gather data in a distributed way, without having to explicitly coordinate. Data is the thing that can and should d...

15 Nov 202238min

If Streaming Is the Answer, Why Are We Still Doing Batch?

If Streaming Is the Answer, Why Are We Still Doing Batch?

Is real-time data streaming the future, or will batch processing always be with us? Interest in streaming data architecture is booming, but just as many teams are still happily batching away. Batch pr...

9 Nov 202243min

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