Tag: Data and analytics
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How to develop Event-Driven architectures
Posted on March 30, 2022, Level beginner Resource Length medium
Author is going to look at how we can use Open source Chronicle Queue and Chronicle Wire to structure applications to use Event-Driven Architecture (EDA). EDA is a design pattern in which decoupled components (often microservices) can asynchronously publish and subscribe to events. By Rob Austin.
Tags architecture-and-apis frontend-and-mobile product-and-design data-and-analytics backend-development
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An introduction to event-driven architecture
Posted on March 28, 2022, Level beginner Resource Length short
What is an Event-driven Architecture?. This concept of event-driven architecture (EDA) refers to the new message processing method, which interacts through generation and consumption events, and is generally implemented through a publish-subscribe model? By JIN.
Tags miscellaneous leadership-and-career architecture-and-apis data-and-analytics product-and-design software-engineering
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Apache Kafka and MQTT - Overview and Comparison
Posted on March 23, 2022, Level beginner Resource Length medium
Apache Kafka and MQTT are a perfect combination for many IoT use cases. This blog series covers various use cases across industries including connected vehicles, manufacturing, mobility services, and smart city. This is part 1: Overview + Comparison. By Kai Waehner.
Tags devops-and-ci-cd cloud-and-infrastructure leadership-and-career data-and-analytics
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Building a Data Lake on Google Cloud Platform
Posted on March 17, 2022, Level beginner Resource Length medium
When creating a platform, it's critical to have clearly defined customers and products that will benefit from it rather than building in a vacuum. By Javier Turegano Director, Software Engineering @slack.
Tags cloud-and-infrastructure data-and-analytics
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Behaviors trees in AI: Why you should ditch your event framework
Posted on March 6, 2022, Level beginner Resource Length medium
In this article, I look into some of the shortages of event-driven programming and suggest behavior trees as an effective alternative, suitable for back/front-end application development. By T de Souza.
Tags data-and-analytics leadership-and-career architecture-and-apis
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Why mutability is essential for real-time data analytics
Posted on February 24, 2022, Level intermediate Resource Length medium
Successful data-driven companies like Uber, Facebook and Amazon rely on real-time analytics. Personalizing customer experiences for e-commerce, managing fleets and supply chains, and automating internal operations all require instant insights on the freshest data. By Dhruba Borthakur.
Tags data-and-analytics leadership-and-career business-and-emerging-tech
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Applying test-driven development to your database
Posted on February 20, 2022, Level intermediate Resource Length medium
Test-driven development (TDD) is a popular software development methodology that aims to reduce defects and improve the ease of maintaining code. In this post, you learn how to apply TDD to write queries and expressions with the Fauna Query Language (FQL). By Ron Callahan.
Tags cloud-and-infrastructure data-and-analytics devops-and-ci-cd testing-and-quality
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Building Real-Time ETL Pipelines with Apache Kafka
Posted on February 17, 2022, Level beginner Resource Length short
Whether you're a data engineer, a data scientist, a software developer, or someone else working in the field of software and data - it's very likely that you have implemented an ETL pipeline before. By Stefan Sprenger.
Tags data-and-analytics
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OPC UA, MQTT, and Apache Kafka - The Trinity of data streaming in IoT
Posted on February 13, 2022, Level beginner Resource Length long
In the IoT world, MQTT and OPC UA have established themselves as open and platform-independent standards for data exchange in Industrial IoT and Industry 4.0 use cases. Data Streaming with Apache Kafka is the data hub for integrating and processing massive volumes of data at any scale in real-time. By Kai Waehner.
Tags data-and-analytics cloud-and-infrastructure
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Streaming analytics with Apache Pulsar and Spark structured streaming
Posted on February 12, 2022, Level beginner Resource Length long
Apache Pulsar, a promising new toolkit for distributed messaging and streaming. In this piece we combine two of our favorite pieces of tech: Apache Pulsar and Apache Spark. By Daniel Ciocîrlan.
Tags data-and-analytics leadership-and-career cloud-and-infrastructure
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Right hybrid cloud strategy enables agility at scale
Posted on February 11, 2022, Level beginner Resource Length long
In today's world, there's a common thread connecting almost every organization, of every size, across all industries and regions: uncertainty. Change—often disruptive—is happening faster. or the organizations trying to navigate it, the need for business agility—the ability to adapt rapidly and effectively—has never been more important. By @IBM.
Tags data-and-analytics leadership-and-career cloud-and-infrastructure
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Six steps for leading successful data science teams
Posted on February 10, 2022, Level beginner Resource Length long
An increasing number of organizations are bringing data scientists on board as executives and managers recognize the potential of data science and artificial intelligence to boost performance. But hiring talented data scientists is one thing; harnessing their capabilities for the benefit of the organization is another. By Rama Ramakrishnan.
Tags data-and-analytics leadership-and-career