datascience
By Peter Wayner Just a few years ago, a prompt was something English teachers used for homework assignments, which filled up weekends and kept students inside on sunny days. Now it seems we’re all teachers, tasked with distributing perfect prompts that direct large language models to do our bidding. These prompts are also endowed with the power to ruin weekends, but it’s not the machines that are suffering. The power of prompts can seem downright magical. We toss off a few words that approximate a human language and, voila! Back comes a nicely formatted, well-structured answer to whatever ques...
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By Anirban Ghoshal Snowflake on Thursday said it was making its Data Clean Room application generally available for free in the Snowflake Marketplace. The application, which was built on Snowflake’s Native Application Framework, will allow customers to set up data clean rooms at no additional cost, the company said. Introduced in 2022, Snowflake’s Native Application Framework offers developers the ability to build and run applications inside the Snowflake Data Cloud platform, without the need to move data when building and running those applications. Data clean rooms, according to Snowflake, p...
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By Serdar Yegulalp Python is convenient and flexible, yet notably slower than other languages for raw computational speed. The Python ecosystem has compensated with tools that make crunching numbers at scale in Python both fast and convenient. NumPy is one of the most common Python tools developers and data scientists use for assistance with computing at scale. It provides libraries and techniques for working with arrays and matrices, all backed by code written in high-speed languages like C, C++, and Fortran. And, all of NumPy's operations take place outside the Python runtime, so they aren't...
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By Martin Heller Microsoft Fabric is an end-to-end, software-as-a-service (SaaS) platform for data analytics. It is built around a data lake called OneLake, and brings together new and existing components from Microsoft Power BI, Azure Synapse, and Azure Data Factory into a single integrated environment. Microsoft Fabric encompasses data movement, data storage, data engineering, data integration, data science, real-time analytics, and business intelligence, along with data security, governance, and compliance. In many ways, Fabric is Microsoft’s answer to Google Cloud Dataplex. As of this writ...
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