Tue.Aug 27, 2024

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Data Sovereignty in the AI Era

insideBIGDATA

In this contributed article, Yoram Novick, President and CEO of Zadara, discusses how enterprises are in search of and implementing their own AI powered clouds, and the benefits and challenges they face in the effort to keep their data available and secure.

AI 492
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How to become a data scientist – Key concepts to master data science

Data Science Dojo

Want to know how to become a Data scientist? Use data to uncover patterns, trends, and insights that can help businesses make better decisions. Imagine you’re trying to figure out why your favorite coffee shop is always busy on Tuesdays. A data scientist could analyze sales data, customer surveys, and social media trends to determine the reason.

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Trending Sources

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STUDY: AI Adoption Spends Jump Among Enterprises as Eliminating Data Privacy Concerns Remains a Foremost Opportunity for Driving Long-Term Growth and ROI

insideBIGDATA

Searce, a modern technology consulting firm that empowers businesses to be future-ready, released its State of AI 2024 report. Polling 300 C-suite and senior technology executives – including Chief AI Officers, Chief Data & Analytics Officers, Chief Transformation Officers, and Chief Digital Officers – from organizations across the US and UK with at least $500 million in revenue, the report examines some of the biggest trends, successes and challenges facing businesses in their decision-mak

AI 405
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Mastering Image and Video Segmentation with SAM 2

Analytics Vidhya

Introduction This guide will walk you through what Segment Anything Model 2 is, how it works, and how you’ll utilize it to portion objects in pictures and videos. It offers state-of-the-art execution and adaptability in fragmenting objects into pictures, making it an important resource for a assortment of computer vision applications. This directly points to supplying […] The post Mastering Image and Video Segmentation with SAM 2 appeared first on Analytics Vidhya.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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NVIDIA and Global Partners Launch NIM Agent Blueprints for Enterprises to Make Their Own AI

insideBIGDATA

NVIDIA today announced NVIDIA NIM(tm) Agent Blueprints, a catalog of pretrained, customizable AI workflows that equip millions of enterprise developers with a full suite of software for building and deploying generative AI applications for canonical use cases, such as customer service avatars, retrieval-augmented generation and drug discovery virtual screening.

AI 221
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Self Hosting RAG Applications On Edge Devices with Langchain and Ollama–Part II

Analytics Vidhya

Introduction In the second part of our series on building a RAG application on a Raspberry Pi, we’ll expand on the foundation we laid in the first part, where we created and tested the core pipeline. In the first part, we created the core pipeline and tested it to ensure everything worked as expected. Now, […] The post Self Hosting RAG Applications On Edge Devices with Langchain and Ollama–Part II appeared first on Analytics Vidhya.

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More Trending

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Cost-effective, incremental ETL with serverless compute for Delta Live Tables pipelines

databricks

We recently announced the general availability of serverless compute for Notebooks, Workflows, and Delta Live Tables (DLT) pipelines. Today, we'd like to explain.

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Cursor AI: Why You Should Try it Once?

Analytics Vidhya

Introduction After Andrej Karpathy’s viral tweet, “English has become the new programming language, ” here is another trending tweet on X saying, “ Future be like Tab Tab Tab.” You might be wondering what reference he is talking about! Is some tool coming, or is this just a playful nod to how we interact with code today?

AI 225
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Everything You Need to Know About the Hugging Face Model Hub and Community

Machine Learning Mastery

Hugging Face has significantly contributed to the breakthrough of machine learning application technology, especially in the NLP field. They could contribute a lot because Hugging Face focuses on building a platform for the community to easily access models, tools, and datasets to the public. That’s why Hugging Face has become a place to contribute to […] The post Everything You Need to Know About the Hugging Face Model Hub and Community appeared first on MachineLearningMastery.com.

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TrOCR and ZhEn Latex OCR: A Comparison of Image-to-Text and Latex Models

Analytics Vidhya

Introduction Diving into the world of AI models, language models and other software that can be applied in real tasks like virtual assistance and content creation are very popular. However, there is still a lot to explore with image-to-text models. Optimal Character Recognition (OCR) is the foundation of building vast encoder-decoder models. So, when you […] The post TrOCR and ZhEn Latex OCR: A Comparison of Image-to-Text and Latex Models appeared first on Analytics Vidhya.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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How to Build and Train a Transformer Model from Scratch with Hugging Face Transformers

KDnuggets

A step-to-step guide to navigate you through training your own transformer-based language model.

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Broadcom Cements VMware Cloud Foundation

Adrian Bridgwater for Forbes

VMware Cloud Foundation 9 is an IT service that exposes easy-to-consume infrastructure services for developers to deploy without friction.

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5 Tips for Using Regular Expressions in Data Cleaning

KDnuggets

Learn how to use regular expressions in Python for data cleaning.

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New 0-Day Attacks Linked to China’s ‘Volt Typhoon’

Hacker News

Malicious hackers are exploiting a zero-day vulnerability in Versa Director , a software product used by many Internet and IT service providers. Researchers believe the activity is linked to Volt Typhoon , a Chinese cyber espionage group focused on infiltrating critical U.S. networks and laying the groundwork for the ability to disrupt communications between the United States and Asia during any future armed conflict with China.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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How to Handle Outliers in Dataset with Pandas

KDnuggets

Dealing with outliers is crucial in data preprocessing. This guide covers multiple ways to handle outliers along with their pros and cons.

Python 199
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Tesla's TTPoE at Hot Chips 2024: Replacing TCP for Low Latency Applications

Hacker News

Last year at Hot Chips 2023, Tesla introduced their Dojo supercomputer. For Tesla, machine learning is focused on automotive applications like self driving cars. Training deals with video, which can demand a lot of IO bandwidth. As an example, the size of a single tensor could be 1.7 GB for the company's vision applications.

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Teaching with DrivenData Competitions

DrivenData Labs

Machine learning competitions offer rich opportunities for learning and teaching. Competitions provide an experiential learning environment, featuring a motivating problem, a clear objective, access to all necessary materials and tools, and iterative feedback. As a result, we often see competitions used by instructors to build and demonstrate applied data skills.

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Cerebras Inference: AI at Instant Speed

Hacker News

We are excited to announce the release of Cerebras DocChat, our first iteration of models designed for document-based conversational question answering. This series includes two models: Cerebras Llama3-DocChat, a large language model (LLM), and Cerebras Dragon-DocChat, a multi-turn retriever model.

AI 181
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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Getting started with cross-region inference in Amazon Bedrock

AWS Machine Learning Blog

With the advent of generative AI solutions , a paradigm shift is underway across industries, driven by organizations embracing foundation models to unlock unprecedented opportunities. Amazon Bedrock has emerged as the preferred choice for numerous customers seeking to innovate and launch generative AI applications, leading to an exponential surge in demand for model inference capabilities.

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A New Wave of Underwater Comms Is Coming

Hacker News

Startup SubSeaPulse has developed a Raspberry Pi-based modem for underwater acoustic communications. The modem is one-tenth the price of other acoustic modems on the market. Acoustic signals are the best option for underwater comms and are better than radio signals or optical signals.

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The future of AI in the moving industry: How data-driven technologies are revolutionizing moving industry

Dataconomy

In the rapidly evolving world of logistics , artificial intelligence (AI) is playing an increasingly crucial role in transforming how businesses operate. The moving industry, a sector traditionally reliant on manual labor and paper-based processes, is now experiencing a wave of innovation driven by data and AI technologies. This shift promises to enhance efficiency, reduce costs, and improve customer experiences.

AI 103
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Nuclear reactors a mile underground promise safe, cheap power

Hacker News

Startup Deep Fission has come up with a new way to deal with the economic and safety problems of nuclear power that is, to say the least, novel. The idea is to build a reactor that's under 30 inches (76 cm) wide and stick it down a mile-deep (1.6-km) drill shaft.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Is Telegram getting banned in India?

Dataconomy

The potential Telegram ban in India has captured the attention of both the government and the public as investigations intensify into the messaging app’s operations. With over 5 million users in India, the outcome of these probes could drastically alter the digital communication landscape and set precedents for internet governance in the country.

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Covid-19 Intranasal Vaccine

Hacker News

A next-generation COVID-19 mucosal vaccine is set to be a gamechanger not only when delivering the vaccine itself, but also for people who are needle-phobic.

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Apple event 2024: It’s glowtime for AI-powered iPhone 16

Dataconomy

At the upcoming Apple event in 2024, the iPhone 16 is set to be unveiled , with “Apple Intelligence” taking center stage as the key innovation in the new lineup. Apple Intelligence, a suite of AI features, was first introduced at WWDC 2024. This suite will bring a more conversational Siri, AI-generated “Genmoji,” and integration with GPT-4o, enabling Siri to utilize OpenAI’s chatbot for more complex tasks. 2024’s Apple event to reveal iPhone 16 glowing with AI

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Show HN: Create notes and maps that live outdoors with web and AR integration

Hacker News

With Auglinn, you can leave notes outdoors, create interactive maps, and see the maps of others, using Augmented Reality. Let your notes live on a map and the street (with AR).

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Copilot+ PC Roundup: Stellar Performance, Great Battery Life

MoorInsights for Forbes

First-wave Copilot+ PC laptops from HP, Lenovo and Microsoft built to compete with the Apple MacBook Air deliver great user experience and spectacular battery life.

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Thoughts on the Durov Arrest

Hacker News

Today we learn that Pavel Durov, founder of the popular messaging app Telegram, has been arrested as his private jet landed in France. Early indications are that the arrest stems from Telegram's alleged noncompliance with French requests for content moderation and data disclosure: [link] A bit of legal background is called for.

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Cursor AI makes coding faster and smarter

Dataconomy

hCursor AI is an advanced code editor that leverages artificial intelligence to streamline coding processes, making it a powerful tool for developers. Here’s a detailed guide to understanding and using this AI: What is Cursor AI? Cursor AI is a code editor designed to improve productivity by integrating AI features directly into the coding environment.

AI 91
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How Meta enforces purpose limitation via Privacy Aware Infrastructure at scale

Hacker News

At Meta, we’ve been diligently working to incorporate privacy into different systems of our software stack over the past few years. Today, we’re excited to share some cutting-edge technologies that are part of our Privacy Aware Infrastructure (PAI) initiative. These innovations mark a major milestone in our ongoing commitment to honoring user privacy.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.