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LLMOps: Experiment Tracking with MLflow for Large Language Models

Data Science and Analytics / By

   ​ Learn how the new version of MLflow supports logging experiments of Large Language Models​ ​ The rapid development of Large Language Models (LLMs) like Chat GPT, LLAMA 2, and Falcon has revolutionized the Data Science world and introduced a new concept: ×´Prompt Engineering×´ Prompting involves using input text or questions to guide LLMs in …

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Mobile robots get a leg up from a more-is-better communications principle

Robotics / By

 A study found that adding legs does more for you than having a good sense of the ground around you − if you’re a mobile robot.   Getting a leg up from mobile robots comes down to getting a bunch of legs. Georgia Institute of Technology By Baxi Chong (Postdoctoral Fellow, School of Physics, Georgia …

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How AI is driving the future of autonomous vehicles

Artificial Intelligence / By

   ​   Girish Venkataramani, Senior Director, ML Accelerators at Cruise, gave this presentation at the Computer Vision Summit. Hello, everyone. I’m really glad I made it here. I think that a really good topic to talk about today is transportation. But before we get to that, let’s all acknowledge where we are in this AI …

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Transforming industries and everyday life with AI applications

Artificial Intelligence / By

   ​   From utilizing deep learning in tracking devices to help manage sleep routines in infants to computer vision-driven retail stores, AI has found its way into every possible industry sector. This article will cover a couple of highlights in which despite its risks and challenges, AI is transforming society. First up: Education.   Education and …

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Karma Catches Up to Global Phishing Service 16Shop

Cybersecurity / By

   ​ You’ve probably never heard of “16Shop,” but there’s a good chance someone using it has tried to phish you. Last week, the international police organization INTERPOL said it had shuttered the notorious 16Shop, a popular phishing-as-a-service platform launched in 2017 that made it simple for even complete novices to conduct complex and convincing phishing …

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How deep learning enhances computer vision in modern manufacturing

Artificial Intelligence / By

   ​   Innovative manufacturers are beginning to harness the potential of Artificial Intelligence (AI), particularly a machine learning niche termed deep learning, for machine vision endeavors. While machine vision systems, comprising both hardware and software, are not novel, their advantages are profoundly evident in sectors like automotive, pharmaceutical, electronic manufacturing, and food and beverage that …

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Tutorial: Build an Active Learning Pipeline using Data Engine

Data Science and Analytics / By

   ​ With the release of Data Engine, DagsHub has made it easier to create an Active Learning Pipeline. This tutorial shows how to create one for an image segmentation model using COCO 1K​ ​ An end-to-end active learning pipeline is something many struggle with. Even large companies with experienced data science teams run into issues. …

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Kubeflow: Streamlining MLOps with efficient ML workflow management

Artificial Intelligence / By

   ​   Kubeflow is an open-source platform that makes it easy to deploy and manage machine learning (ML) workflows on Kubernetes, a popular open-source system for automating containerized applications’ deployment, scaling, and management. Kubeflow can help you run machine learning tasks on your computer by making it easy to set up and manage a cluster …

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