RAPIDS 24.08 is now available with significant updates geared towards processing larger workloads and seamless CPU/GPU interoperability.
]]>NVIDIA has released RAPIDS cuDF unified memory and text data processing features that help data scientists continue to use pandas when working with larger and text-heavy datasets in demanding workloads. Data scientists can now accelerate these workloads by up to 30x. RAPIDS is a collection of open-source GPU-accelerated data science and AI libraries. cuDF is a Python GPU DataFrame library for…
]]>At Google I/O’24, Laurence Moroney, head of AI Advocacy at Google, announced that RAPIDS cuDF is now integrated into Google Colab. Developers can now instantly accelerate pandas code up to 50x on Google Colab GPU instances, and continue using pandas as data grows—without sacrificing performance. RAPIDS cuDF is a GPU DataFrame library that accelerates the data processing tool pandas with zero…
]]>This post is part of a series on accelerated data analytics. Digital advancements in climate modeling, healthcare, finance, and retail are generating unprecedented volumes and types of data. IDC says that by 2025, there will be 180 ZB of data compared to 64 ZB in 2020, scaling up the need for data analytics to turn all that data into insights. NVIDIA provides the RAPIDS suite of…
]]>This post is part of a series on accelerated data analytics. Update: The below blog describes how to use GPU-only RAPIDS cuDF, which requires code changes. RAPIDS cuDF now has a CPU/GPU interoperability (cudf.pandas) that speeds up pandas code by up to 150x with zero code changes. At GTC 2024, NVIDIA announced that the cudf.pandas library is now GA. At Google I/O…
]]>As digital enterprise trends like remote and hybrid work, bring-your-own-device (BYOD), and cloud-based infrastructure evolve how devices and users interact with enterprise networks, network security is evolving too. These days, zero trust is the big buzz in cybersecurity, discussed in cybersecurity conferences and presidential press rooms alike. Zero trust is frequently interpreted as…
]]>Email became one of the most pervasive, powerful communication tools during the digital revolution. Attempts to defraud users by deceptively posing as legitimate people or institutions through email became so widespread that it got its own name: phishing. Today, with the digital world deeply interwoven in our work and personal lives, phishing remains one of the top three initial infection…
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