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.

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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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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 431
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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.

Python 331
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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?

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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.

Analytics 290
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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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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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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.

Analytics 271
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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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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?

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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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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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.

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

Data Science Dojo

Data scientists 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. They might find that it’s because of a popular deal or event on Tuesdays.

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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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Diffusion Models Are Real-Time Game Engines

Hacker News

Diffusion Models Are Real-Time Game Engines

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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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U.S. Ambassador says Canadians are consuming 'unhealthy' amount of American news

Hacker News

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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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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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Your Immune System Is Not a Muscle

Hacker News

Our immune systems evolved for a different world (that didn’t involve 100,000 global flights per day).

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Air Quality Stripes

FlowingData

In a riff on Climate Stripes , which shows global temperature change as a color-coded barcode chart , Air Quality Stripes uses a similar encoding to show pollution concentration from 1850 through 2021.

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Grace Hopper on Future Possibilities: Data, Hardware, Software, and People

Hacker News

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TAI #114: Two Paths to Small LMs? Synthetic Data (Phi 3.5) vs Pruning & Distillation (Llama-3.1-Minitron)

Towards AI

Last Updated on September 2, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This was a week for small language models (SLMs) with significant releases from Microsoft and NVIDIA. These new models highlight the growing trend towards creating efficient yet powerful AI that can be deployed in resource-constrained environments without compromising performance.

AI 105
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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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Why has Japan been hit with rice shortages, soaring prices despite normal crops?

Hacker News

TOKYO -- Shortages of rice have recently been seen across Japan, and the price of the staple food is soaring.

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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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Sainsbury Wing contractors find 1990 letter from donor anticipating their demolition of false columns

Hacker News

Work on foyer reveals John Sainsbury’s note buried in extension to London’s National Gallery

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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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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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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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ChartDB – Free and open source, database design editor

Hacker News

ChartDB - Visualize your DB via one-single query. Free and open source, database design editor.

Database 181
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How to Pick the Right Use Case for AI

phData

The success of AI in any organization hinges on carefully choosing the areas where it can deliver the most value and have the highest chance of making it to production. Leaders must be deliberate in selecting use cases with a clear understanding of AI’s limitations and the specific areas within their business where it can make a meaningful impact.

AI 98
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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.