Modern data architectures require highly optimized code. A raw Python script cannot process a ten-gigabyte dataset effectively. To solve this problem engineering teams use pre-compiled Python ...

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In this tutorial, we build a fully offline Graphify workflow that turns a realistic multi-module Python application into a knowledge graph. We start by installing Graphify and supporting graph ...

Coverage across AI and machine learningThe curriculum begins with AI-ready data ecosystems, data visualisation and responsible AI principles covering fairness, transparency, accountability and ethics.

Amazon has started deploying a completely new routing architecture in AWS data centers which it says will deliver higher throughput from fewer physical switches while slashing electricity consumption.

Amazon Web Services (AWS) has detailed a new cloud networking architecture based on random graph theory that it says is now the default fabric for its general-purpose cloud infrastructure worldwide.

Amazon Web Services Inc. has started using a new data center network design that significantly improves the throughput and reliability of connections. The cloud giant today detailed the architecture, ...

Amazon Web Services has quietly done something the networking world has debated for years: it ripped out the standard playbook for connecting servers inside data centers and replaced it with something ...

The tech giant says a breakthrough in data center networking has dramatically accelerated the flow of information through its massive cloud infrastructure. The new technology hinges on a “quasi-random ...

Google is dedicating a chip to running artificial intelligence models, and a separate processor to training models. Amazon is pursuing a similar strategy, as both companies take on Nvidia by offering ...