Data is a vital element in business decision-making. Modern technologies and algorithms allow for processing and storage of huge amounts of data, converting it into useful predictions and insights. But they also require high-quality data to ensure prediction accuracy and insight value. In today's world, the importance of data quality validation is hard to overestimate. For … [Read more...] about Assuring Data Quality: How to Build a Serverless Data Quality Gate on AWS
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Understanding StatefulSets in Kubernetes & When to Use Them
StatefulSets are a great way to manage your application's state. They offer predictable network identifiers and persistent storage that allows you to scale up or down individual instances with ease. However, there are situations when you might not want to use StatefulSets for some applications. For example, if your application has only static configuration files and does not … [Read more...] about Understanding StatefulSets in Kubernetes & When to Use Them
Autonomous data observability and quality within AWS Glue Data Pipeline
Data operations and engineering teams spend 30-40% of their time firefighting data issues raised by business stakeholders. A large percentage of these data errors can be attributed to the errors present in the source system or errors that occurred or could have been detected in the data pipeline. Current data validation approaches for the data pipeline are rule-based - designed … [Read more...] about Autonomous data observability and quality within AWS Glue Data Pipeline
How to Deploy a Simple Master Slave Kubernetes Cluster on AWS Using Ubuntu
Introduction Kubernetes is a container-based open-source orchestrator that allows easier management and scaling of both containers and virtual machines. It can be used as a standalone system or in conjunction with other cloud providers' offerings. Containers are lightweight, fast-moving, user-friendly systems that provide on-demand and pay-as-you-go developer flexibility. … [Read more...] about How to Deploy a Simple Master Slave Kubernetes Cluster on AWS Using Ubuntu
What Is Intent Data & How to Leverage It
Digital transformation has changed the realm of marketing, this in turn got accentuated customers intricately and continuously searching for the solutions to their problems online in the post-COVID era. Most of the brands embraced a major shift in terms of how they communicated with their customers earlier and this involved brands getting more empathetic than ever before and … [Read more...] about What Is Intent Data & How to Leverage It
