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How to Use Kafka for Event Streaming in a Microservices Architecture?

Workfall

It means that there is a high risk of data loss but Apache Kafka solves this because it is distributed and can easily scale horizontally and other servers can take over the workload seamlessly. This is where Apache Kafka comes in. Kafka can also be used to stream data from IoT devices or sensors.

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Druid Deprecation and ClickHouse Adoption at Lyft

Lyft Engineering

Introduction At Lyft, we have used systems like Apache ClickHouse and Apache Druid for near real-time and sub-second analytics. In this particular blog post, we explain how Druid has been used at Lyft and what led us to adopt ClickHouse for our sub-second analytic system. ioConfig: Kafka server info, topic names, etc.

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Data News — Snowflake and Databricks summits

Christophe Blefari

2 summits ( credits I cropped the image) Hey, since I said I should try to send the newsletter at a specific schedule I did not. They announced: Document AI — A new integrated product where you can ask questions in natural language on documents (PDF, etc.). Still here the newsletter for last week.

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Data Engineering in Retrospect: Key Trends and Patterns of 2023

Data Engineering Weekly

It’s the end of the year, and there will be a lot of buzz about what the next five years in data engineering might bring. 🤔 Reflecting on the past is crucial; it gives us a solid foundation to understand how trends have evolved and what's worked (or not). Who knows what insights we might uncover?

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Top 30 Machine Learning Skills for ML Engineer in 2024

Knowledge Hut

In this comprehensive blog, we delve into the foundational aspects and intricacies of the machine learning landscape. What Is Machine Learning? Embarking on a journey in the highly demanded field of Machine Learning (ML) opens doors to diverse career opportunities.

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How to Become a Data Engineer in 2024?

Knowledge Hut

What is Data Science? What is Data Science? What are the roles and responsibilities of a Data Engineer? How does one become a Data engineer, and what skills are required? What is the need for Data Science? What is Data Science? However, several questions may arise for an individual. And many more.

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Best Data Processing Frameworks That You Must Know

Knowledge Hut

For example, big data is used to pick out trends in economics, and those trends and patterns are used to predict what will happen in the future. Get to know more about measures of dispersion through our blogs. What Are Big Data Frameworks? Diving into Big Data Analytics has really been an eye-opener for me.