In this post, we show you how to implement real-time data ingestion from multiple Kafka topics to Apache Hudi tables using Amazon EMR. This solution streamlines data ingestion by processing multiple Amazon Managed Streaming for Apache Kafka (Amazon MSK) topics in parallel while providing data quality and scalability through change data capture (CDC) and Apache … Read more

This post was co-written with Anthony Lempelius and James Mesney from Alation. When a team wants to reuse a dataset, whether it is to build a new pipeline, launch a dashboard, run an analysis, or power an AI application, the first challenge is rarely the code. Data engineers need to understand lineage, transformations, and operational … Read more

Since its announcement, Grok has been among the leading generative AI platforms worldwide. The reason – his quick and accurate outputs, longer processing of the context and of course a bit of wit that accompanies all his reactions. It’s easy to see the sharpness of the AI ​​model across output formats, whether it’s text responses … Read more

As the days go by, there are more benchmarks than ever. It’s hard to keep track of everything HellaSwag gold DS-1000 it comes out. Also, what are they even for? Lots of cool looking names slapped on top of the benchmark to make them look cooler… Not really. Aside from the crazy naming these benchmarks … Read more

AI and ML developers often work with local datasets in data pre-processing. Technical features and prototyping make this easy without the overhead of an entire server. The most common comparison is between SQLite, a serverless database released in 2000 and widely used for lightweight transactions, and DuckDB, introduced in 2019 as the SQLite of analytics, … Read more

The field of data and artificial intelligence is moving at breakneck speed. As organizations move from experimental generative AI pilots to full-scale production, the demand for proven AI expertise has never been higher. In a survey of the World Economic Forum92% of executives highlighted a dual problem: 1) Overcapacity in senior roles and 2) an … Read more

This article explores how startup Permutable AI is developing macro intelligence for complex global markets by turning fast-moving stories into structured data and decision-ready insights. It explains why traditional market instruments struggle with today’s policy divergence, geopolitics and information overload, and how sentiment regimes and entity-related context can help institutional investors, macro departments and commodity … Read more

Amazon SageMaker announced a new feature that you can use to add custom tags to resources created through an Amazon SageMaker Unified Studio project. This will help you enforce labeling standards that align with your organization’s Service Control Principles (SCPs) and help enable resource cost tracking practices established across the organization. As a SageMaker administrator, … Read more

Learning Python in the beginning is seemingly simple. You write a few lines, the code runs, and it’s tempting to think you’ve got it. Then you try to build something yourself and… nothing works!? It turns out that all the information you learned didn’t find an outlet. That’s the place challenging projects mass. Not flashy. … Read more