Mon.Oct 21, 2024

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How to Handle Missing Data in R

KDnuggets

Missing data can cause problems in data analysis, so it's important to handle it correctly. In this article, we will explore how to find and remove missing values in R.

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Report: Acrolinx Surveys Forbes 2000 Enterprises on Attitudes Toward AI Related to Use, Risk, and Regulation

insideBIGDATA

Acrolinx, the AI-powered content governance software provider, sought to discover where current enterprise attitudes towards AI stand. Today, the company released its report "Generative AI in Business: A Snapshot of Enterprise Use, Risk, and Regulation.

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Paper-to-Voice Assistant: AI Agent Using Multimodal Approach

Analytics Vidhya

With this blog, I would like to show one small agent built-in with `LangGraph` and Google Gemini for research purposes. The objective is to demonstrate one research agent (Paper-to-Voice Assistant) who plans to summarize the research paper. This tool will use a vision model to infer the information. This method only identifies the step and […] The post Paper-to-Voice Assistant: AI Agent Using Multimodal Approach appeared first on Analytics Vidhya.

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10 GitHub Repositories to Master Natural Language Processing (NLP)

KDnuggets

Enhance your NLP skills through a variety of resources, including roadmaps, frameworks, courses, tutorials, example code, and projects.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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What is Agentic AI Tool Use Pattern?

Analytics Vidhya

Our previous guide discussed the first Agentic AI design pattern from the Reflection, Tool Use, Planning, and Multi-Agent Patterns list. Now, we will talk about the Tool Use Pattern in Agentic AI. Firstly, let us reiterate the Reflection Pattern article: That article sheds light on how LLMs can use an iterative generation process and self-assessment […] The post What is Agentic AI Tool Use Pattern?

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Amazon Bedrock Custom Model Import now generally available

AWS Machine Learning Blog

Today, we’re pleased to announce the general availability (GA) of Amazon Bedrock Custom Model Import. This feature empowers customers to import and use their customized models alongside existing foundation models (FMs) through a single, unified API. Whether leveraging fine-tuned models like Meta Llama, Mistral Mixtral, and IBM Granite, or developing proprietary models based on popular open-source architectures, customers can now bring their custom models into Amazon Bedrock without the overhead

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Vultr Unveils Advanced Serverless Capabilities for Agentic AI for the Enterprise

insideBIGDATA

Vultr, the cloud computing platform, announced a significant expansion to its Vultr Serverless Inference platform, providing organizations with the essential infrastructure needed for agentic AI.

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5 Free Books on Computer Vision

Machine Learning Mastery

Computer vision is a branch of Artificial Intelligence (AI) that studies how machines can interpret and understand visual information, such as images and videos.

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How to Optimize ALBERT for Mobile Deployment with Hugging Face Transformers

KDnuggets

Learn how to optimize ALBERT for efficient deployment on mobile device.

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Deploy a serverless web application to edit images using Amazon Bedrock

AWS Machine Learning Blog

Generative AI adoption among various industries is revolutionizing different types of applications, including image editing. Image editing is used in various sectors, such as graphic designing, marketing, and social media. Users rely on specialized tools for editing images. Building a custom solution for this task can be complex. However, by using various AWS services, you can quickly deploy a serverless solution to edit images.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Why Synthetic Data ‘Bootstraps’ AI Models

Adrian Bridgwater for Forbes

Synthetic data can be hugely useful, but balance is key and teams will need to mix synthetic sources with real-world data, validate rigorously & maintain data diversity.

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Adaptation to high-altitude hypoxia on the Tibetan Plateau

Hacker News

"This is a case of ongoing natural selection.

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All Ears on Generative AI Voice Tech

Dataversity

Generative AI is having a moment, and while we often think of visual and written applications, one emerging area to watch is speech-to-speech technology. With the promise of revolutionizing communication by transforming one person’s voice into another’s or even into a different language in real time, the possibilities are endless. With the promise of reshaping […] The post All Ears on Generative AI Voice Tech appeared first on DATAVERSITY.

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Dracula author's lost story unearthed after 134 years

Hacker News

A Bram Stoker fan stumbled upon the short story that evaded scholars and biographers for a century.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Granite 3.0: IBM launched open-source LLMs for enterprise AI

Dataconomy

IBM is stepping up its game in the AI world, and it’s not subtle about it. With generative AI already driving $2 billion in business, the tech giant is showing no signs of slowing down. Enter Granite 3.0—a powerhouse set of AI models designed to take enterprise AI to the next level. Granite 3.0 LLMs are out IBM’s new Granite 3.0 isn’t your run-of-the-mill AI.

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Egypt declared malaria-free after 100-year effort

Hacker News

The World Health Organization says the disease "that plagued pharaohs" now belongs to Egypt's history.

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How Americans vote in each state

FlowingData

Some states have almost completely moved to voting by mail or early voting, whereas other states mostly vote in person on election day. For the Washington Post, Nick Mourtoupalas used a grid map to show how voting method changed each election since 2016. Here in California, I voted by mail the last election, but I had no idea the percentages were that high.

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Intelsat 33e breaks up in geostationary orbit

Hacker News

The Intelsat 33e satellite has broken up in geostationary orbit and lost power, ceasing communications services for customers across Europe, Africa and parts of Asia Pacific

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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Predictive Maintenance Using Isolation Forest

PyImageSearch

Home Table of Contents Predictive Maintenance Using Isolation Forest What Is Predictive Maintenance? And Why Anomaly Detection? Predictive Maintenance Predictive Maintenance as Anomaly Detection The Isolation Forest Algorithm Isolation Trees Anomaly Score Building the Forest Implementing Predictive Maintenance Using Isolation Forest Setup and Data Preparation Building Isolation Trees Computing Anomaly Scores Building the Forest Testing and Evaluating Summary Citation Information Predictive Maint

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A Controversial Rare-Book Dealer Tries to Rewrite His Own Ending

Hacker News

Glenn Horowitz built a fortune selling the archives of writers such as Vladimir Nabokov and Alice Walker. Then a rock star pressed charges.

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NVIDIA Control Panel crashes: Fixing custom resolution errors

Dataconomy

When managing custom monitor resolutions through the NVIDIA Control Panel, users sometimes encounter frustrating technical issues. One Redditor called TheLazyDucky recently shared their struggle with a specific problem: after setting up a custom resolution for a portrait monitor, the resolution appears stretched. When they try to turn off this stretched setting through the NVIDIA Control Panel, the application crashes, preventing any changes from being saved.

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ByteDance intern fired for planting malicious code in AI models

Hacker News

Sabotage supposedly cost tens of millions, but TikTok owner ByteDance denies it.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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NVIDIA’s nGPT model cuts AI training time by 20x

Dataconomy

NVIDIA has unveiled a major advancement in AI model training with the launch of the Normalized Transformer (nGPT). This new architecture, designed to enhance the training process for large language models (LLMs), has the potential to speed up training times by 4 to 20 times, all while maintaining model stability and accuracy. The nGPT model streamlines the training process, using fewer resources and offering a more efficient solution to AI development.

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C++23: ISO/IEC 14882:2024

Hacker News

Programming languages — C++

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Internet Archive is breached again

Dataconomy

For a digital library that touts its mission as providing “universal access to all knowledge,” the Internet Archive seems to be having a hard time keeping control over its own data. In a breach that could be described as a cautionary tale for any organization sitting on piles of sensitive user information, hackers once again made off with critical data.

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Apple's AirPods Pro hearing health features are as good as they sound

Hacker News

The powerful new features are coming in late October.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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Our Storytellers: Vicki Terpening

SAS Software

At SAS, we believe that prioritizing employee well-being is the right thing to do for our people, and it also makes good business sense. Now more than ever, as the lines blur between work and life, employee well-being affects how we thrive at work and in our personal lives. We [.] The post Our Storytellers: Vicki Terpening appeared first on SAS Blogs.

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Preserved tracks suggest non-avian dinosaurs used their wings to run

Hacker News

Not all winged dinosaurs were necessarily capable of full flight, but this anatomical feature may have enabled them to travel further by flapping or gliding

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Brilliant words, brilliant writing: Using AWS AI chips to quickly deploy Meta LLama 3-powered applications

AWS Machine Learning Blog

Many organizations are building generative AI applications powered by large language models (LLMs) to boost productivity and build differentiated experiences. These LLMs are large and complex and deploying them requires powerful computing resources and results in high inference costs. For businesses and researchers with limited resources, the high inference costs of generative AI models can be a barrier to enter the market, so more efficient and cost-effective solutions are needed.

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U.S. Border Surveillance Towers Have Always Been Broken

Hacker News

A new bombshell scoop from NBC News revealed an internal U.S. Border Patrol memo claiming that 30 percent of camera towers that compose the agency's "Remote Video Surveillance System" (RVSS) program are broken. According to the report, the memo describes "several technical problems" affecting.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?